Physionet Data Challenge 2019 - (agg-min-max-mean-med-B)

Dataset statistics

Number of variables	173
Number of observations	20000
Missing cells	1146940
Missing cells (%)	33.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	26.4 MiB
Average record size in memory	1.4 KiB

Variable types

Numeric	154
Categorical	19

Alerts

`HR-min` is highly correlated with `HR-max` and 2 other fields	High correlation
`HR-max` is highly correlated with `HR-min` and 2 other fields	High correlation
`HR-mean` is highly correlated with `HR-min` and 2 other fields	High correlation
`HR-median` is highly correlated with `HR-min` and 2 other fields	High correlation
`O2Sat-min` is highly correlated with `O2Sat-mean`	High correlation
`O2Sat-max` is highly correlated with `O2Sat-mean` and 1 other fields	High correlation
`O2Sat-mean` is highly correlated with `O2Sat-min` and 2 other fields	High correlation
`O2Sat-median` is highly correlated with `O2Sat-max` and 1 other fields	High correlation
`Temp-min` is highly correlated with `Temp-mean` and 1 other fields	High correlation
`Temp-max` is highly correlated with `Temp-mean` and 1 other fields	High correlation
`Temp-mean` is highly correlated with `Temp-min` and 2 other fields	High correlation
`Temp-median` is highly correlated with `Temp-min` and 2 other fields	High correlation
`SBP-min` is highly correlated with `SBP-mean` and 5 other fields	High correlation
`SBP-max` is highly correlated with `SBP-mean` and 5 other fields	High correlation
`SBP-mean` is highly correlated with `SBP-min` and 7 other fields	High correlation
`SBP-median` is highly correlated with `SBP-min` and 6 other fields	High correlation
`MAP-min` is highly correlated with `SBP-min` and 7 other fields	High correlation
`MAP-max` is highly correlated with `SBP-max` and 7 other fields	High correlation
`MAP-mean` is highly correlated with `SBP-min` and 10 other fields	High correlation
`MAP-median` is highly correlated with `SBP-min` and 10 other fields	High correlation
`DBP-min` is highly correlated with `SBP-min` and 5 other fields	High correlation
`DBP-max` is highly correlated with `SBP-max` and 5 other fields	High correlation
`DBP-mean` is highly correlated with `SBP-mean` and 7 other fields	High correlation
`DBP-median` is highly correlated with `MAP-min` and 6 other fields	High correlation
`Resp-min` is highly correlated with `Resp-mean` and 1 other fields	High correlation
`Resp-max` is highly correlated with `Resp-mean` and 1 other fields	High correlation
`Resp-mean` is highly correlated with `Resp-min` and 2 other fields	High correlation
`Resp-median` is highly correlated with `Resp-min` and 2 other fields	High correlation
`EtCO2-min` is highly correlated with `EtCO2-max` and 2 other fields	High correlation
`EtCO2-max` is highly correlated with `EtCO2-min` and 2 other fields	High correlation
`EtCO2-mean` is highly correlated with `EtCO2-min` and 2 other fields	High correlation
`EtCO2-median` is highly correlated with `EtCO2-min` and 2 other fields	High correlation
`BaseExcess-min` is highly correlated with `BaseExcess-max` and 8 other fields	High correlation
`BaseExcess-max` is highly correlated with `BaseExcess-min` and 6 other fields	High correlation
`BaseExcess-mean` is highly correlated with `BaseExcess-min` and 8 other fields	High correlation
`BaseExcess-median` is highly correlated with `BaseExcess-min` and 8 other fields	High correlation
`HCO3-min` is highly correlated with `BaseExcess-min` and 7 other fields	High correlation
`HCO3-max` is highly correlated with `BaseExcess-max` and 5 other fields	High correlation
`HCO3-mean` is highly correlated with `BaseExcess-min` and 6 other fields	High correlation
`HCO3-median` is highly correlated with `BaseExcess-min` and 6 other fields	High correlation
`FiO2-min` is highly correlated with `FiO2-max` and 2 other fields	High correlation
`FiO2-max` is highly correlated with `FiO2-min` and 2 other fields	High correlation
`FiO2-mean` is highly correlated with `FiO2-min` and 2 other fields	High correlation
`FiO2-median` is highly correlated with `FiO2-min` and 2 other fields	High correlation
`pH-min` is highly correlated with `BaseExcess-min` and 4 other fields	High correlation
`pH-max` is highly correlated with `pH-mean` and 2 other fields	High correlation
`pH-mean` is highly correlated with `BaseExcess-min` and 5 other fields	High correlation
`pH-median` is highly correlated with `BaseExcess-min` and 5 other fields	High correlation
`PaCO2-min` is highly correlated with `pH-max` and 3 other fields	High correlation
`PaCO2-max` is highly correlated with `pH-min` and 3 other fields	High correlation
`PaCO2-mean` is highly correlated with `PaCO2-min` and 2 other fields	High correlation
`PaCO2-median` is highly correlated with `PaCO2-min` and 2 other fields	High correlation
`SaO2-min` is highly correlated with `SaO2-max` and 2 other fields	High correlation
`SaO2-max` is highly correlated with `SaO2-min` and 2 other fields	High correlation
`SaO2-mean` is highly correlated with `SaO2-min` and 2 other fields	High correlation
`SaO2-median` is highly correlated with `SaO2-min` and 2 other fields	High correlation
`AST-min` is highly correlated with `AST-max` and 2 other fields	High correlation
`AST-max` is highly correlated with `AST-min` and 2 other fields	High correlation
`AST-mean` is highly correlated with `AST-min` and 2 other fields	High correlation
`AST-median` is highly correlated with `AST-min` and 2 other fields	High correlation
`BUN-min` is highly correlated with `BUN-max` and 6 other fields	High correlation
`BUN-max` is highly correlated with `BUN-min` and 6 other fields	High correlation
`BUN-mean` is highly correlated with `BUN-min` and 6 other fields	High correlation
`BUN-median` is highly correlated with `BUN-min` and 6 other fields	High correlation
`Alkalinephos-min` is highly correlated with `Alkalinephos-max` and 2 other fields	High correlation
`Alkalinephos-max` is highly correlated with `Alkalinephos-min` and 2 other fields	High correlation
`Alkalinephos-mean` is highly correlated with `Alkalinephos-min` and 2 other fields	High correlation
`Alkalinephos-median` is highly correlated with `Alkalinephos-min` and 2 other fields	High correlation
`Calcium-min` is highly correlated with `Calcium-max` and 2 other fields	High correlation
`Calcium-max` is highly correlated with `Calcium-min` and 2 other fields	High correlation
`Calcium-mean` is highly correlated with `Calcium-min` and 2 other fields	High correlation
`Calcium-median` is highly correlated with `Calcium-min` and 2 other fields	High correlation
`Chloride-min` is highly correlated with `Chloride-max` and 2 other fields	High correlation
`Chloride-max` is highly correlated with `Chloride-min` and 2 other fields	High correlation
`Chloride-mean` is highly correlated with `Chloride-min` and 2 other fields	High correlation
`Chloride-median` is highly correlated with `Chloride-min` and 2 other fields	High correlation
`Creatinine-min` is highly correlated with `BUN-min` and 6 other fields	High correlation
`Creatinine-max` is highly correlated with `BUN-min` and 6 other fields	High correlation
`Creatinine-mean` is highly correlated with `BUN-min` and 6 other fields	High correlation
`Creatinine-median` is highly correlated with `BUN-min` and 6 other fields	High correlation
`Bilirubin_direct-min` is highly correlated with `Bilirubin_direct-max` and 6 other fields	High correlation
`Bilirubin_direct-max` is highly correlated with `Bilirubin_direct-min` and 6 other fields	High correlation
`Bilirubin_direct-mean` is highly correlated with `Bilirubin_direct-min` and 6 other fields	High correlation
`Bilirubin_direct-median` is highly correlated with `Bilirubin_direct-min` and 6 other fields	High correlation
`Glucose-min` is highly correlated with `Glucose-mean` and 1 other fields	High correlation
`Glucose-max` is highly correlated with `Glucose-mean` and 1 other fields	High correlation
`Glucose-mean` is highly correlated with `Glucose-min` and 2 other fields	High correlation
`Glucose-median` is highly correlated with `Glucose-min` and 2 other fields	High correlation
`Lactate-min` is highly correlated with `Lactate-max` and 2 other fields	High correlation
`Lactate-max` is highly correlated with `Lactate-min` and 2 other fields	High correlation
`Lactate-mean` is highly correlated with `Lactate-min` and 2 other fields	High correlation
`Lactate-median` is highly correlated with `Lactate-min` and 2 other fields	High correlation
`Magnesium-min` is highly correlated with `Magnesium-mean` and 1 other fields	High correlation
`Magnesium-max` is highly correlated with `Magnesium-mean` and 1 other fields	High correlation
`Magnesium-mean` is highly correlated with `Magnesium-min` and 2 other fields	High correlation
`Magnesium-median` is highly correlated with `Magnesium-min` and 2 other fields	High correlation
`Phosphate-min` is highly correlated with `Phosphate-max` and 2 other fields	High correlation
`Phosphate-max` is highly correlated with `Phosphate-min` and 2 other fields	High correlation
`Phosphate-mean` is highly correlated with `Phosphate-min` and 2 other fields	High correlation
`Phosphate-median` is highly correlated with `Phosphate-min` and 2 other fields	High correlation
`Potassium-min` is highly correlated with `Potassium-mean` and 1 other fields	High correlation
`Potassium-max` is highly correlated with `Potassium-mean` and 1 other fields	High correlation
`Potassium-mean` is highly correlated with `Potassium-min` and 2 other fields	High correlation
`Potassium-median` is highly correlated with `Potassium-min` and 2 other fields	High correlation
`Bilirubin_total-min` is highly correlated with `Bilirubin_direct-min` and 6 other fields	High correlation
`Bilirubin_total-max` is highly correlated with `Bilirubin_direct-min` and 6 other fields	High correlation
`Bilirubin_total-mean` is highly correlated with `Bilirubin_direct-min` and 6 other fields	High correlation
`Bilirubin_total-median` is highly correlated with `Bilirubin_direct-min` and 6 other fields	High correlation
`TroponinI-min` is highly correlated with `TroponinI-max` and 2 other fields	High correlation
`TroponinI-max` is highly correlated with `TroponinI-min` and 2 other fields	High correlation
`TroponinI-mean` is highly correlated with `TroponinI-min` and 2 other fields	High correlation
`TroponinI-median` is highly correlated with `TroponinI-min` and 2 other fields	High correlation
`Hct-min` is highly correlated with `Hct-max` and 6 other fields	High correlation
`Hct-max` is highly correlated with `Hct-min` and 6 other fields	High correlation
`Hct-mean` is highly correlated with `Hct-min` and 6 other fields	High correlation
`Hct-median` is highly correlated with `Hct-min` and 6 other fields	High correlation
`Hgb-min` is highly correlated with `Hct-min` and 6 other fields	High correlation
`Hgb-max` is highly correlated with `Hct-min` and 6 other fields	High correlation
`Hgb-mean` is highly correlated with `Hct-min` and 6 other fields	High correlation
`Hgb-median` is highly correlated with `Hct-min` and 6 other fields	High correlation
`PTT-min` is highly correlated with `PTT-max` and 2 other fields	High correlation
`PTT-max` is highly correlated with `PTT-min` and 2 other fields	High correlation
`PTT-mean` is highly correlated with `PTT-min` and 2 other fields	High correlation
`PTT-median` is highly correlated with `PTT-min` and 2 other fields	High correlation
`WBC-min` is highly correlated with `WBC-max` and 2 other fields	High correlation
`WBC-max` is highly correlated with `WBC-min` and 2 other fields	High correlation
`WBC-mean` is highly correlated with `WBC-min` and 2 other fields	High correlation
`WBC-median` is highly correlated with `WBC-min` and 2 other fields	High correlation
`Fibrinogen-min` is highly correlated with `Fibrinogen-max` and 2 other fields	High correlation
`Fibrinogen-max` is highly correlated with `Fibrinogen-min` and 2 other fields	High correlation
`Fibrinogen-mean` is highly correlated with `Fibrinogen-min` and 2 other fields	High correlation
`Fibrinogen-median` is highly correlated with `Fibrinogen-min` and 2 other fields	High correlation
`Platelets-min` is highly correlated with `Platelets-max` and 2 other fields	High correlation
`Platelets-max` is highly correlated with `Platelets-min` and 2 other fields	High correlation
`Platelets-mean` is highly correlated with `Platelets-min` and 2 other fields	High correlation
`Platelets-median` is highly correlated with `Platelets-min` and 2 other fields	High correlation
`Age-min` is highly correlated with `Age-max` and 2 other fields	High correlation
`Age-max` is highly correlated with `Age-min` and 2 other fields	High correlation
`Age-mean` is highly correlated with `Age-min` and 2 other fields	High correlation
`Age-median` is highly correlated with `Age-min` and 2 other fields	High correlation
`Gender-min` is highly correlated with `Gender-max` and 2 other fields	High correlation
`Gender-max` is highly correlated with `Gender-min` and 2 other fields	High correlation
`Gender-mean` is highly correlated with `Gender-min` and 2 other fields	High correlation
`Gender-median` is highly correlated with `Gender-min` and 2 other fields	High correlation
`Unit1-min` is highly correlated with `Unit1-max` and 6 other fields	High correlation
`Unit1-max` is highly correlated with `Unit1-min` and 6 other fields	High correlation
`Unit1-mean` is highly correlated with `Unit1-min` and 6 other fields	High correlation
`Unit1-median` is highly correlated with `Unit1-min` and 6 other fields	High correlation
`Unit2-min` is highly correlated with `Unit1-min` and 6 other fields	High correlation
`Unit2-max` is highly correlated with `Unit1-min` and 6 other fields	High correlation
`Unit2-mean` is highly correlated with `Unit1-min` and 6 other fields	High correlation
`Unit2-median` is highly correlated with `Unit1-min` and 6 other fields	High correlation
`HospAdmTime-min` is highly correlated with `HospAdmTime-max` and 2 other fields	High correlation
`HospAdmTime-max` is highly correlated with `HospAdmTime-min` and 2 other fields	High correlation
`HospAdmTime-mean` is highly correlated with `HospAdmTime-min` and 2 other fields	High correlation
`HospAdmTime-median` is highly correlated with `HospAdmTime-min` and 2 other fields	High correlation
`ICULOS-max` is highly correlated with `ICULOS-mean` and 5 other fields	High correlation
`ICULOS-mean` is highly correlated with `ICULOS-max` and 5 other fields	High correlation
`ICULOS-median` is highly correlated with `ICULOS-max` and 5 other fields	High correlation
`SepsisLabel-min` is highly correlated with `SepsisLabel-median`	High correlation
`SepsisLabel-max` is highly correlated with `SepsisLabel-mean` and 5 other fields	High correlation
`SepsisLabel-mean` is highly correlated with `SepsisLabel-max` and 5 other fields	High correlation
`SepsisLabel-median` is highly correlated with `SepsisLabel-min` and 6 other fields	High correlation
`Sepsis-min` is highly correlated with `SepsisLabel-max` and 5 other fields	High correlation
`Sepsis-max` is highly correlated with `SepsisLabel-max` and 5 other fields	High correlation
`Sepsis-mean` is highly correlated with `SepsisLabel-max` and 5 other fields	High correlation
`Sepsis-median` is highly correlated with `SepsisLabel-max` and 5 other fields	High correlation
`Hours-min` is highly correlated with `ICULOS-max` and 5 other fields	High correlation
`Hours-max` is highly correlated with `ICULOS-max` and 5 other fields	High correlation
`Hours-mean` is highly correlated with `ICULOS-max` and 5 other fields	High correlation
`Hours-median` is highly correlated with `ICULOS-max` and 5 other fields	High correlation
`HR-min` is highly correlated with `HR-max` and 2 other fields	High correlation
`HR-max` is highly correlated with `HR-min` and 2 other fields	High correlation
`HR-mean` is highly correlated with `HR-min` and 2 other fields	High correlation
`HR-median` is highly correlated with `HR-min` and 2 other fields	High correlation
`O2Sat-max` is highly correlated with `O2Sat-mean` and 1 other fields	High correlation
`O2Sat-mean` is highly correlated with `O2Sat-max` and 1 other fields	High correlation
`O2Sat-median` is highly correlated with `O2Sat-max` and 1 other fields	High correlation
`Temp-min` is highly correlated with `Temp-mean` and 1 other fields	High correlation
`Temp-max` is highly correlated with `Temp-mean` and 1 other fields	High correlation
`Temp-mean` is highly correlated with `Temp-min` and 2 other fields	High correlation
`Temp-median` is highly correlated with `Temp-min` and 2 other fields	High correlation
`SBP-min` is highly correlated with `SBP-mean` and 5 other fields	High correlation
`SBP-max` is highly correlated with `SBP-mean` and 5 other fields	High correlation
`SBP-mean` is highly correlated with `SBP-min` and 8 other fields	High correlation
`SBP-median` is highly correlated with `SBP-min` and 8 other fields	High correlation
`MAP-min` is highly correlated with `SBP-min` and 7 other fields	High correlation
`MAP-max` is highly correlated with `SBP-max` and 6 other fields	High correlation
`MAP-mean` is highly correlated with `SBP-min` and 10 other fields	High correlation
`MAP-median` is highly correlated with `SBP-min` and 9 other fields	High correlation
`DBP-min` is highly correlated with `SBP-min` and 5 other fields	High correlation
`DBP-max` is highly correlated with `SBP-max` and 4 other fields	High correlation
`DBP-mean` is highly correlated with `SBP-mean` and 8 other fields	High correlation
`DBP-median` is highly correlated with `SBP-mean` and 7 other fields	High correlation
`Resp-min` is highly correlated with `Resp-mean` and 1 other fields	High correlation
`Resp-max` is highly correlated with `Resp-mean` and 1 other fields	High correlation
`Resp-mean` is highly correlated with `Resp-min` and 2 other fields	High correlation
`Resp-median` is highly correlated with `Resp-min` and 2 other fields	High correlation
`EtCO2-min` is highly correlated with `EtCO2-max` and 2 other fields	High correlation
`EtCO2-max` is highly correlated with `EtCO2-min` and 2 other fields	High correlation
`EtCO2-mean` is highly correlated with `EtCO2-min` and 2 other fields	High correlation
`EtCO2-median` is highly correlated with `EtCO2-min` and 2 other fields	High correlation
`BaseExcess-min` is highly correlated with `BaseExcess-max` and 12 other fields	High correlation
`BaseExcess-max` is highly correlated with `BaseExcess-min` and 8 other fields	High correlation
`BaseExcess-mean` is highly correlated with `BaseExcess-min` and 9 other fields	High correlation
`BaseExcess-median` is highly correlated with `BaseExcess-min` and 9 other fields	High correlation
`HCO3-min` is highly correlated with `BaseExcess-min` and 10 other fields	High correlation
`HCO3-max` is highly correlated with `BaseExcess-min` and 6 other fields	High correlation
`HCO3-mean` is highly correlated with `BaseExcess-min` and 7 other fields	High correlation
`HCO3-median` is highly correlated with `BaseExcess-min` and 6 other fields	High correlation
`FiO2-max` is highly correlated with `FiO2-mean`	High correlation
`FiO2-mean` is highly correlated with `FiO2-max`	High correlation
`pH-min` is highly correlated with `BaseExcess-min` and 5 other fields	High correlation
`pH-max` is highly correlated with `pH-mean` and 1 other fields	High correlation
`pH-mean` is highly correlated with `BaseExcess-min` and 6 other fields	High correlation
`pH-median` is highly correlated with `BaseExcess-min` and 6 other fields	High correlation
`PaCO2-min` is highly correlated with `PaCO2-max` and 3 other fields	High correlation
`PaCO2-max` is highly correlated with `PaCO2-min` and 2 other fields	High correlation
`PaCO2-mean` is highly correlated with `PaCO2-min` and 2 other fields	High correlation
`PaCO2-median` is highly correlated with `PaCO2-min` and 2 other fields	High correlation
`SaO2-min` is highly correlated with `SaO2-mean` and 1 other fields	High correlation
`SaO2-max` is highly correlated with `SaO2-mean` and 1 other fields	High correlation
`SaO2-mean` is highly correlated with `SaO2-min` and 2 other fields	High correlation
`SaO2-median` is highly correlated with `SaO2-min` and 2 other fields	High correlation
`AST-min` is highly correlated with `AST-max` and 2 other fields	High correlation
`AST-max` is highly correlated with `AST-min` and 2 other fields	High correlation
`AST-mean` is highly correlated with `AST-min` and 2 other fields	High correlation
`AST-median` is highly correlated with `AST-min` and 2 other fields	High correlation
`BUN-min` is highly correlated with `BUN-max` and 9 other fields	High correlation
`BUN-max` is highly correlated with `BUN-min` and 9 other fields	High correlation
`BUN-mean` is highly correlated with `BUN-min` and 9 other fields	High correlation
`BUN-median` is highly correlated with `BUN-min` and 9 other fields	High correlation
`Alkalinephos-min` is highly correlated with `Alkalinephos-max` and 2 other fields	High correlation
`Alkalinephos-max` is highly correlated with `Alkalinephos-min` and 2 other fields	High correlation
`Alkalinephos-mean` is highly correlated with `Alkalinephos-min` and 2 other fields	High correlation
`Alkalinephos-median` is highly correlated with `Alkalinephos-min` and 2 other fields	High correlation
`Calcium-min` is highly correlated with `Calcium-mean` and 1 other fields	High correlation
`Calcium-mean` is highly correlated with `Calcium-min` and 1 other fields	High correlation
`Calcium-median` is highly correlated with `Calcium-min` and 1 other fields	High correlation
`Chloride-min` is highly correlated with `Chloride-max` and 2 other fields	High correlation
`Chloride-max` is highly correlated with `PaCO2-min` and 3 other fields	High correlation
`Chloride-mean` is highly correlated with `Chloride-min` and 2 other fields	High correlation
`Chloride-median` is highly correlated with `Chloride-min` and 2 other fields	High correlation
`Creatinine-min` is highly correlated with `BUN-min` and 10 other fields	High correlation
`Creatinine-max` is highly correlated with `BUN-min` and 10 other fields	High correlation
`Creatinine-mean` is highly correlated with `BUN-min` and 10 other fields	High correlation
`Creatinine-median` is highly correlated with `BUN-min` and 10 other fields	High correlation
`Bilirubin_direct-min` is highly correlated with `Bilirubin_direct-max` and 6 other fields	High correlation
`Bilirubin_direct-max` is highly correlated with `Bilirubin_direct-min` and 6 other fields	High correlation
`Bilirubin_direct-mean` is highly correlated with `Bilirubin_direct-min` and 6 other fields	High correlation
`Bilirubin_direct-median` is highly correlated with `Bilirubin_direct-min` and 6 other fields	High correlation
`Glucose-min` is highly correlated with `Glucose-mean` and 1 other fields	High correlation
`Glucose-max` is highly correlated with `Glucose-mean` and 1 other fields	High correlation
`Glucose-mean` is highly correlated with `Glucose-min` and 2 other fields	High correlation
`Glucose-median` is highly correlated with `Glucose-min` and 2 other fields	High correlation
`Lactate-min` is highly correlated with `Lactate-max` and 2 other fields	High correlation
`Lactate-max` is highly correlated with `BaseExcess-min` and 4 other fields	High correlation
`Lactate-mean` is highly correlated with `BaseExcess-min` and 4 other fields	High correlation
`Lactate-median` is highly correlated with `BaseExcess-min` and 5 other fields	High correlation
`Magnesium-min` is highly correlated with `Magnesium-max` and 2 other fields	High correlation
`Magnesium-max` is highly correlated with `Magnesium-min` and 2 other fields	High correlation
`Magnesium-mean` is highly correlated with `Magnesium-min` and 2 other fields	High correlation
`Magnesium-median` is highly correlated with `Magnesium-min` and 2 other fields	High correlation
`Phosphate-min` is highly correlated with `BUN-min` and 7 other fields	High correlation
`Phosphate-max` is highly correlated with `BUN-max` and 9 other fields	High correlation
`Phosphate-mean` is highly correlated with `BUN-min` and 10 other fields	High correlation
`Phosphate-median` is highly correlated with `BUN-min` and 10 other fields	High correlation
`Potassium-min` is highly correlated with `Potassium-mean` and 1 other fields	High correlation
`Potassium-max` is highly correlated with `Potassium-mean` and 1 other fields	High correlation
`Potassium-mean` is highly correlated with `Potassium-min` and 2 other fields	High correlation
`Potassium-median` is highly correlated with `Potassium-min` and 2 other fields	High correlation
`Bilirubin_total-min` is highly correlated with `Bilirubin_direct-min` and 6 other fields	High correlation
`Bilirubin_total-max` is highly correlated with `Bilirubin_direct-min` and 6 other fields	High correlation
`Bilirubin_total-mean` is highly correlated with `Bilirubin_direct-min` and 6 other fields	High correlation
`Bilirubin_total-median` is highly correlated with `Bilirubin_direct-min` and 6 other fields	High correlation
`TroponinI-min` is highly correlated with `TroponinI-max` and 2 other fields	High correlation
`TroponinI-max` is highly correlated with `TroponinI-min` and 2 other fields	High correlation
`TroponinI-mean` is highly correlated with `TroponinI-min` and 2 other fields	High correlation
`TroponinI-median` is highly correlated with `TroponinI-min` and 2 other fields	High correlation
`Hct-min` is highly correlated with `Hct-max` and 6 other fields	High correlation
`Hct-max` is highly correlated with `Hct-min` and 6 other fields	High correlation
`Hct-mean` is highly correlated with `Hct-min` and 6 other fields	High correlation
`Hct-median` is highly correlated with `Hct-min` and 6 other fields	High correlation
`Hgb-min` is highly correlated with `Hct-min` and 6 other fields	High correlation
`Hgb-max` is highly correlated with `Hct-min` and 6 other fields	High correlation
`Hgb-mean` is highly correlated with `Hct-min` and 6 other fields	High correlation
`Hgb-median` is highly correlated with `Hct-min` and 6 other fields	High correlation
`PTT-min` is highly correlated with `PTT-max` and 2 other fields	High correlation
`PTT-max` is highly correlated with `PTT-min` and 2 other fields	High correlation
`PTT-mean` is highly correlated with `PTT-min` and 2 other fields	High correlation
`PTT-median` is highly correlated with `PTT-min` and 2 other fields	High correlation
`WBC-min` is highly correlated with `WBC-max` and 2 other fields	High correlation
`WBC-max` is highly correlated with `WBC-min` and 2 other fields	High correlation
`WBC-mean` is highly correlated with `WBC-min` and 2 other fields	High correlation
`WBC-median` is highly correlated with `WBC-min` and 2 other fields	High correlation
`Fibrinogen-min` is highly correlated with `Fibrinogen-max` and 2 other fields	High correlation
`Fibrinogen-max` is highly correlated with `Fibrinogen-min` and 2 other fields	High correlation
`Fibrinogen-mean` is highly correlated with `Fibrinogen-min` and 2 other fields	High correlation
`Fibrinogen-median` is highly correlated with `Fibrinogen-min` and 2 other fields	High correlation
`Platelets-min` is highly correlated with `Platelets-max` and 2 other fields	High correlation
`Platelets-max` is highly correlated with `Platelets-min` and 2 other fields	High correlation
`Platelets-mean` is highly correlated with `Platelets-min` and 2 other fields	High correlation
`Platelets-median` is highly correlated with `Platelets-min` and 2 other fields	High correlation
`Age-min` is highly correlated with `Age-max` and 2 other fields	High correlation
`Age-max` is highly correlated with `Age-min` and 2 other fields	High correlation
`Age-mean` is highly correlated with `Age-min` and 2 other fields	High correlation
`Age-median` is highly correlated with `Age-min` and 2 other fields	High correlation
`Gender-min` is highly correlated with `Gender-max` and 2 other fields	High correlation
`Gender-max` is highly correlated with `Gender-min` and 2 other fields	High correlation
`Gender-mean` is highly correlated with `Gender-min` and 2 other fields	High correlation
`Gender-median` is highly correlated with `Gender-min` and 2 other fields	High correlation
`Unit1-min` is highly correlated with `Unit1-max` and 6 other fields	High correlation
`Unit1-max` is highly correlated with `Unit1-min` and 6 other fields	High correlation
`Unit1-mean` is highly correlated with `Unit1-min` and 6 other fields	High correlation
`Unit1-median` is highly correlated with `Unit1-min` and 6 other fields	High correlation
`Unit2-min` is highly correlated with `Unit1-min` and 6 other fields	High correlation
`Unit2-max` is highly correlated with `Unit1-min` and 6 other fields	High correlation
`Unit2-mean` is highly correlated with `Unit1-min` and 6 other fields	High correlation
`Unit2-median` is highly correlated with `Unit1-min` and 6 other fields	High correlation
`HospAdmTime-min` is highly correlated with `HospAdmTime-max` and 2 other fields	High correlation
`HospAdmTime-max` is highly correlated with `HospAdmTime-min` and 2 other fields	High correlation
`HospAdmTime-mean` is highly correlated with `HospAdmTime-min` and 2 other fields	High correlation
`HospAdmTime-median` is highly correlated with `HospAdmTime-min` and 2 other fields	High correlation
`ICULOS-max` is highly correlated with `ICULOS-mean` and 5 other fields	High correlation
`ICULOS-mean` is highly correlated with `ICULOS-max` and 5 other fields	High correlation
`ICULOS-median` is highly correlated with `ICULOS-max` and 5 other fields	High correlation
`SepsisLabel-min` is highly correlated with `SepsisLabel-mean` and 1 other fields	High correlation
`SepsisLabel-max` is highly correlated with `SepsisLabel-mean` and 5 other fields	High correlation
`SepsisLabel-mean` is highly correlated with `SepsisLabel-min` and 6 other fields	High correlation
`SepsisLabel-median` is highly correlated with `SepsisLabel-min` and 6 other fields	High correlation
`Sepsis-min` is highly correlated with `SepsisLabel-max` and 5 other fields	High correlation
`Sepsis-max` is highly correlated with `SepsisLabel-max` and 5 other fields	High correlation
`Sepsis-mean` is highly correlated with `SepsisLabel-max` and 5 other fields	High correlation
`Sepsis-median` is highly correlated with `SepsisLabel-max` and 5 other fields	High correlation
`Hours-min` is highly correlated with `ICULOS-max` and 5 other fields	High correlation
`Hours-max` is highly correlated with `ICULOS-max` and 5 other fields	High correlation
`Hours-mean` is highly correlated with `ICULOS-max` and 5 other fields	High correlation
`Hours-median` is highly correlated with `ICULOS-max` and 5 other fields	High correlation
`HR-min` is highly correlated with `HR-mean` and 1 other fields	High correlation
`HR-max` is highly correlated with `HR-mean` and 1 other fields	High correlation
`HR-mean` is highly correlated with `HR-min` and 2 other fields	High correlation
`HR-median` is highly correlated with `HR-min` and 2 other fields	High correlation
`O2Sat-mean` is highly correlated with `O2Sat-median`	High correlation
`O2Sat-median` is highly correlated with `O2Sat-mean`	High correlation
`Temp-max` is highly correlated with `Temp-mean` and 1 other fields	High correlation
`Temp-mean` is highly correlated with `Temp-max` and 1 other fields	High correlation
`Temp-median` is highly correlated with `Temp-max` and 1 other fields	High correlation
`SBP-min` is highly correlated with `SBP-mean` and 2 other fields	High correlation
`SBP-max` is highly correlated with `SBP-mean` and 2 other fields	High correlation
`SBP-mean` is highly correlated with `SBP-min` and 4 other fields	High correlation
`SBP-median` is highly correlated with `SBP-min` and 4 other fields	High correlation
`MAP-min` is highly correlated with `SBP-min` and 4 other fields	High correlation
`MAP-max` is highly correlated with `SBP-max` and 3 other fields	High correlation
`MAP-mean` is highly correlated with `SBP-mean` and 7 other fields	High correlation
`MAP-median` is highly correlated with `SBP-mean` and 7 other fields	High correlation
`DBP-min` is highly correlated with `MAP-min` and 4 other fields	High correlation
`DBP-max` is highly correlated with `MAP-max` and 1 other fields	High correlation
`DBP-mean` is highly correlated with `MAP-min` and 5 other fields	High correlation
`DBP-median` is highly correlated with `MAP-mean` and 3 other fields	High correlation
`Resp-max` is highly correlated with `Resp-mean`	High correlation
`Resp-mean` is highly correlated with `Resp-max` and 1 other fields	High correlation
`Resp-median` is highly correlated with `Resp-mean`	High correlation
`EtCO2-min` is highly correlated with `EtCO2-mean` and 1 other fields	High correlation
`EtCO2-max` is highly correlated with `EtCO2-mean` and 1 other fields	High correlation
`EtCO2-mean` is highly correlated with `EtCO2-min` and 2 other fields	High correlation
`EtCO2-median` is highly correlated with `EtCO2-min` and 2 other fields	High correlation
`BaseExcess-min` is highly correlated with `BaseExcess-mean` and 4 other fields	High correlation
`BaseExcess-max` is highly correlated with `BaseExcess-mean` and 4 other fields	High correlation
`BaseExcess-mean` is highly correlated with `BaseExcess-min` and 6 other fields	High correlation
`BaseExcess-median` is highly correlated with `BaseExcess-min` and 6 other fields	High correlation
`HCO3-min` is highly correlated with `BaseExcess-min` and 4 other fields	High correlation
`HCO3-max` is highly correlated with `BaseExcess-max` and 4 other fields	High correlation
`HCO3-mean` is highly correlated with `BaseExcess-min` and 6 other fields	High correlation
`HCO3-median` is highly correlated with `BaseExcess-min` and 6 other fields	High correlation
`FiO2-min` is highly correlated with `FiO2-max` and 2 other fields	High correlation
`FiO2-max` is highly correlated with `FiO2-min` and 2 other fields	High correlation
`FiO2-mean` is highly correlated with `FiO2-min` and 2 other fields	High correlation
`FiO2-median` is highly correlated with `FiO2-min` and 2 other fields	High correlation
`pH-min` is highly correlated with `pH-mean` and 1 other fields	High correlation
`pH-max` is highly correlated with `pH-mean` and 1 other fields	High correlation
`pH-mean` is highly correlated with `pH-min` and 2 other fields	High correlation
`pH-median` is highly correlated with `pH-min` and 2 other fields	High correlation
`PaCO2-min` is highly correlated with `PaCO2-mean` and 1 other fields	High correlation
`PaCO2-max` is highly correlated with `PaCO2-mean` and 1 other fields	High correlation
`PaCO2-mean` is highly correlated with `PaCO2-min` and 2 other fields	High correlation
`PaCO2-median` is highly correlated with `PaCO2-min` and 2 other fields	High correlation
`SaO2-min` is highly correlated with `SaO2-mean` and 1 other fields	High correlation
`SaO2-max` is highly correlated with `SaO2-mean` and 1 other fields	High correlation
`SaO2-mean` is highly correlated with `SaO2-min` and 2 other fields	High correlation
`SaO2-median` is highly correlated with `SaO2-min` and 2 other fields	High correlation
`AST-min` is highly correlated with `AST-max` and 2 other fields	High correlation
`AST-max` is highly correlated with `AST-min` and 2 other fields	High correlation
`AST-mean` is highly correlated with `AST-min` and 2 other fields	High correlation
`AST-median` is highly correlated with `AST-min` and 2 other fields	High correlation
`BUN-min` is highly correlated with `BUN-max` and 5 other fields	High correlation
`BUN-max` is highly correlated with `BUN-min` and 5 other fields	High correlation
`BUN-mean` is highly correlated with `BUN-min` and 6 other fields	High correlation
`BUN-median` is highly correlated with `BUN-min` and 6 other fields	High correlation
`Alkalinephos-min` is highly correlated with `Alkalinephos-max` and 2 other fields	High correlation
`Alkalinephos-max` is highly correlated with `Alkalinephos-min` and 2 other fields	High correlation
`Alkalinephos-mean` is highly correlated with `Alkalinephos-min` and 2 other fields	High correlation
`Alkalinephos-median` is highly correlated with `Alkalinephos-min` and 2 other fields	High correlation
`Calcium-min` is highly correlated with `Calcium-mean` and 1 other fields	High correlation
`Calcium-max` is highly correlated with `Calcium-mean` and 1 other fields	High correlation
`Calcium-mean` is highly correlated with `Calcium-min` and 2 other fields	High correlation
`Calcium-median` is highly correlated with `Calcium-min` and 2 other fields	High correlation
`Chloride-min` is highly correlated with `Chloride-max` and 2 other fields	High correlation
`Chloride-max` is highly correlated with `Chloride-min` and 2 other fields	High correlation
`Chloride-mean` is highly correlated with `Chloride-min` and 2 other fields	High correlation
`Chloride-median` is highly correlated with `Chloride-min` and 2 other fields	High correlation
`Creatinine-min` is highly correlated with `BUN-min` and 5 other fields	High correlation
`Creatinine-max` is highly correlated with `BUN-max` and 5 other fields	High correlation
`Creatinine-mean` is highly correlated with `BUN-min` and 6 other fields	High correlation
`Creatinine-median` is highly correlated with `BUN-min` and 6 other fields	High correlation
`Bilirubin_direct-min` is highly correlated with `Bilirubin_direct-max` and 6 other fields	High correlation
`Bilirubin_direct-max` is highly correlated with `Bilirubin_direct-min` and 6 other fields	High correlation
`Bilirubin_direct-mean` is highly correlated with `Bilirubin_direct-min` and 6 other fields	High correlation
`Bilirubin_direct-median` is highly correlated with `Bilirubin_direct-min` and 6 other fields	High correlation
`Glucose-max` is highly correlated with `Glucose-mean` and 1 other fields	High correlation
`Glucose-mean` is highly correlated with `Glucose-max` and 1 other fields	High correlation
`Glucose-median` is highly correlated with `Glucose-max` and 1 other fields	High correlation
`Lactate-min` is highly correlated with `Lactate-max` and 2 other fields	High correlation
`Lactate-max` is highly correlated with `Lactate-min` and 2 other fields	High correlation
`Lactate-mean` is highly correlated with `Lactate-min` and 2 other fields	High correlation
`Lactate-median` is highly correlated with `Lactate-min` and 2 other fields	High correlation
`Magnesium-min` is highly correlated with `Magnesium-mean` and 1 other fields	High correlation
`Magnesium-max` is highly correlated with `Magnesium-mean` and 1 other fields	High correlation
`Magnesium-mean` is highly correlated with `Magnesium-min` and 2 other fields	High correlation
`Magnesium-median` is highly correlated with `Magnesium-min` and 2 other fields	High correlation
`Phosphate-min` is highly correlated with `Phosphate-max` and 2 other fields	High correlation
`Phosphate-max` is highly correlated with `Phosphate-min` and 2 other fields	High correlation
`Phosphate-mean` is highly correlated with `Phosphate-min` and 2 other fields	High correlation
`Phosphate-median` is highly correlated with `Phosphate-min` and 2 other fields	High correlation
`Potassium-min` is highly correlated with `Potassium-mean` and 1 other fields	High correlation
`Potassium-max` is highly correlated with `Potassium-mean` and 1 other fields	High correlation
`Potassium-mean` is highly correlated with `Potassium-min` and 2 other fields	High correlation
`Potassium-median` is highly correlated with `Potassium-min` and 2 other fields	High correlation
`Bilirubin_total-min` is highly correlated with `Bilirubin_direct-min` and 6 other fields	High correlation
`Bilirubin_total-max` is highly correlated with `Bilirubin_direct-min` and 6 other fields	High correlation
`Bilirubin_total-mean` is highly correlated with `Bilirubin_direct-min` and 6 other fields	High correlation
`Bilirubin_total-median` is highly correlated with `Bilirubin_direct-min` and 6 other fields	High correlation
`TroponinI-min` is highly correlated with `TroponinI-max` and 2 other fields	High correlation
`TroponinI-max` is highly correlated with `TroponinI-min` and 2 other fields	High correlation
`TroponinI-mean` is highly correlated with `TroponinI-min` and 2 other fields	High correlation
`TroponinI-median` is highly correlated with `TroponinI-min` and 2 other fields	High correlation
`Hct-min` is highly correlated with `Hct-max` and 6 other fields	High correlation
`Hct-max` is highly correlated with `Hct-min` and 6 other fields	High correlation
`Hct-mean` is highly correlated with `Hct-min` and 6 other fields	High correlation
`Hct-median` is highly correlated with `Hct-min` and 6 other fields	High correlation
`Hgb-min` is highly correlated with `Hct-min` and 6 other fields	High correlation
`Hgb-max` is highly correlated with `Hct-min` and 6 other fields	High correlation
`Hgb-mean` is highly correlated with `Hct-min` and 6 other fields	High correlation
`Hgb-median` is highly correlated with `Hct-min` and 6 other fields	High correlation
`PTT-min` is highly correlated with `PTT-max` and 2 other fields	High correlation
`PTT-max` is highly correlated with `PTT-min` and 2 other fields	High correlation
`PTT-mean` is highly correlated with `PTT-min` and 2 other fields	High correlation
`PTT-median` is highly correlated with `PTT-min` and 2 other fields	High correlation
`WBC-min` is highly correlated with `WBC-max` and 2 other fields	High correlation
`WBC-max` is highly correlated with `WBC-min` and 2 other fields	High correlation
`WBC-mean` is highly correlated with `WBC-min` and 2 other fields	High correlation
`WBC-median` is highly correlated with `WBC-min` and 2 other fields	High correlation
`Fibrinogen-min` is highly correlated with `Fibrinogen-max` and 2 other fields	High correlation
`Fibrinogen-max` is highly correlated with `Fibrinogen-min` and 2 other fields	High correlation
`Fibrinogen-mean` is highly correlated with `Fibrinogen-min` and 2 other fields	High correlation
`Fibrinogen-median` is highly correlated with `Fibrinogen-min` and 2 other fields	High correlation
`Platelets-min` is highly correlated with `Platelets-max` and 2 other fields	High correlation
`Platelets-max` is highly correlated with `Platelets-min` and 2 other fields	High correlation
`Platelets-mean` is highly correlated with `Platelets-min` and 2 other fields	High correlation
`Platelets-median` is highly correlated with `Platelets-min` and 2 other fields	High correlation
`Age-min` is highly correlated with `Age-max` and 2 other fields	High correlation
`Age-max` is highly correlated with `Age-min` and 2 other fields	High correlation
`Age-mean` is highly correlated with `Age-min` and 2 other fields	High correlation
`Age-median` is highly correlated with `Age-min` and 2 other fields	High correlation
`Gender-min` is highly correlated with `Gender-max` and 2 other fields	High correlation
`Gender-max` is highly correlated with `Gender-min` and 2 other fields	High correlation
`Gender-mean` is highly correlated with `Gender-min` and 2 other fields	High correlation
`Gender-median` is highly correlated with `Gender-min` and 2 other fields	High correlation
`Unit1-min` is highly correlated with `Unit1-max` and 6 other fields	High correlation
`Unit1-max` is highly correlated with `Unit1-min` and 6 other fields	High correlation
`Unit1-mean` is highly correlated with `Unit1-min` and 6 other fields	High correlation
`Unit1-median` is highly correlated with `Unit1-min` and 6 other fields	High correlation
`Unit2-min` is highly correlated with `Unit1-min` and 6 other fields	High correlation
`Unit2-max` is highly correlated with `Unit1-min` and 6 other fields	High correlation
`Unit2-mean` is highly correlated with `Unit1-min` and 6 other fields	High correlation
`Unit2-median` is highly correlated with `Unit1-min` and 6 other fields	High correlation
`HospAdmTime-min` is highly correlated with `HospAdmTime-max` and 2 other fields	High correlation
`HospAdmTime-max` is highly correlated with `HospAdmTime-min` and 2 other fields	High correlation
`HospAdmTime-mean` is highly correlated with `HospAdmTime-min` and 2 other fields	High correlation
`HospAdmTime-median` is highly correlated with `HospAdmTime-min` and 2 other fields	High correlation
`ICULOS-max` is highly correlated with `ICULOS-mean` and 5 other fields	High correlation
`ICULOS-mean` is highly correlated with `ICULOS-max` and 5 other fields	High correlation
`ICULOS-median` is highly correlated with `ICULOS-max` and 5 other fields	High correlation
`SepsisLabel-min` is highly correlated with `SepsisLabel-median`	High correlation
`SepsisLabel-max` is highly correlated with `SepsisLabel-mean` and 5 other fields	High correlation
`SepsisLabel-mean` is highly correlated with `SepsisLabel-max` and 5 other fields	High correlation
`SepsisLabel-median` is highly correlated with `SepsisLabel-min` and 6 other fields	High correlation
`Sepsis-min` is highly correlated with `SepsisLabel-max` and 5 other fields	High correlation
`Sepsis-max` is highly correlated with `SepsisLabel-max` and 5 other fields	High correlation
`Sepsis-mean` is highly correlated with `SepsisLabel-max` and 5 other fields	High correlation
`Sepsis-median` is highly correlated with `SepsisLabel-max` and 5 other fields	High correlation
`Hours-min` is highly correlated with `ICULOS-max` and 5 other fields	High correlation
`Hours-max` is highly correlated with `ICULOS-max` and 5 other fields	High correlation
`Hours-mean` is highly correlated with `ICULOS-max` and 5 other fields	High correlation
`Hours-median` is highly correlated with `ICULOS-max` and 5 other fields	High correlation
`Unit1-mean` is highly correlated with `Unit2-median` and 6 other fields	High correlation
`Unit2-median` is highly correlated with `Unit1-mean` and 6 other fields	High correlation
`SepsisLabel-median` is highly correlated with `Sepsis-min` and 5 other fields	High correlation
`Sepsis-min` is highly correlated with `SepsisLabel-median` and 4 other fields	High correlation
`SepsisLabel-max` is highly correlated with `SepsisLabel-median` and 4 other fields	High correlation
`Gender-max` is highly correlated with `Gender-median` and 2 other fields	High correlation
`Gender-median` is highly correlated with `Gender-max` and 2 other fields	High correlation
`Unit2-mean` is highly correlated with `Unit1-mean` and 6 other fields	High correlation
`Sepsis-mean` is highly correlated with `SepsisLabel-median` and 4 other fields	High correlation
`Unit1-min` is highly correlated with `Unit1-mean` and 6 other fields	High correlation
`Unit2-max` is highly correlated with `Unit1-mean` and 6 other fields	High correlation
`Unit1-max` is highly correlated with `Unit1-mean` and 6 other fields	High correlation
`Sepsis-max` is highly correlated with `SepsisLabel-median` and 4 other fields	High correlation
`Gender-min` is highly correlated with `Gender-max` and 2 other fields	High correlation
`Unit1-median` is highly correlated with `Unit1-mean` and 6 other fields	High correlation
`Gender-mean` is highly correlated with `Gender-max` and 2 other fields	High correlation
`SepsisLabel-min` is highly correlated with `SepsisLabel-median`	High correlation
`Unit2-min` is highly correlated with `Unit1-mean` and 6 other fields	High correlation
`Sepsis-median` is highly correlated with `SepsisLabel-median` and 4 other fields	High correlation
`EtCO2-min` has 16784 (83.9%) missing values	Missing
`EtCO2-max` has 16784 (83.9%) missing values	Missing
`EtCO2-mean` has 16784 (83.9%) missing values	Missing
`EtCO2-median` has 16784 (83.9%) missing values	Missing
`BaseExcess-min` has 19442 (97.2%) missing values	Missing
`BaseExcess-max` has 19442 (97.2%) missing values	Missing
`BaseExcess-mean` has 19442 (97.2%) missing values	Missing
`BaseExcess-median` has 19442 (97.2%) missing values	Missing
`HCO3-min` has 19584 (97.9%) missing values	Missing
`HCO3-max` has 19584 (97.9%) missing values	Missing
`HCO3-mean` has 19584 (97.9%) missing values	Missing
`HCO3-median` has 19584 (97.9%) missing values	Missing
`FiO2-min` has 14178 (70.9%) missing values	Missing
`FiO2-max` has 14178 (70.9%) missing values	Missing
`FiO2-mean` has 14178 (70.9%) missing values	Missing
`FiO2-median` has 14178 (70.9%) missing values	Missing
`pH-min` has 14246 (71.2%) missing values	Missing
`pH-max` has 14246 (71.2%) missing values	Missing
`pH-mean` has 14246 (71.2%) missing values	Missing
`pH-median` has 14246 (71.2%) missing values	Missing
`PaCO2-min` has 14221 (71.1%) missing values	Missing
`PaCO2-max` has 14221 (71.1%) missing values	Missing
`PaCO2-mean` has 14221 (71.1%) missing values	Missing
`PaCO2-median` has 14221 (71.1%) missing values	Missing
`SaO2-min` has 14875 (74.4%) missing values	Missing
`SaO2-max` has 14875 (74.4%) missing values	Missing
`SaO2-mean` has 14875 (74.4%) missing values	Missing
`SaO2-median` has 14875 (74.4%) missing values	Missing
`AST-min` has 11536 (57.7%) missing values	Missing
`AST-max` has 11536 (57.7%) missing values	Missing
`AST-mean` has 11536 (57.7%) missing values	Missing
`AST-median` has 11536 (57.7%) missing values	Missing
`BUN-min` has 1591 (8.0%) missing values	Missing
`BUN-max` has 1591 (8.0%) missing values	Missing
`BUN-mean` has 1591 (8.0%) missing values	Missing
`BUN-median` has 1591 (8.0%) missing values	Missing
`Alkalinephos-min` has 11530 (57.6%) missing values	Missing
`Alkalinephos-max` has 11530 (57.6%) missing values	Missing
`Alkalinephos-mean` has 11530 (57.6%) missing values	Missing
`Alkalinephos-median` has 11530 (57.6%) missing values	Missing
`Calcium-min` has 1550 (7.8%) missing values	Missing
`Calcium-max` has 1550 (7.8%) missing values	Missing
`Calcium-mean` has 1550 (7.8%) missing values	Missing
`Calcium-median` has 1550 (7.8%) missing values	Missing
`Chloride-min` has 18383 (91.9%) missing values	Missing
`Chloride-max` has 18383 (91.9%) missing values	Missing
`Chloride-mean` has 18383 (91.9%) missing values	Missing
`Chloride-median` has 18383 (91.9%) missing values	Missing
`Creatinine-min` has 1588 (7.9%) missing values	Missing
`Creatinine-max` has 1588 (7.9%) missing values	Missing
`Creatinine-mean` has 1588 (7.9%) missing values	Missing
`Creatinine-median` has 1588 (7.9%) missing values	Missing
`Bilirubin_direct-min` has 18529 (92.6%) missing values	Missing
`Bilirubin_direct-max` has 18529 (92.6%) missing values	Missing
`Bilirubin_direct-mean` has 18529 (92.6%) missing values	Missing
`Bilirubin_direct-median` has 18529 (92.6%) missing values	Missing
`Glucose-min` has 1173 (5.9%) missing values	Missing
`Glucose-max` has 1173 (5.9%) missing values	Missing
`Glucose-mean` has 1173 (5.9%) missing values	Missing
`Glucose-median` has 1173 (5.9%) missing values	Missing
`Lactate-min` has 15240 (76.2%) missing values	Missing
`Lactate-max` has 15240 (76.2%) missing values	Missing
`Lactate-mean` has 15240 (76.2%) missing values	Missing
`Lactate-median` has 15240 (76.2%) missing values	Missing
`Magnesium-min` has 3543 (17.7%) missing values	Missing
`Magnesium-max` has 3543 (17.7%) missing values	Missing
`Magnesium-mean` has 3543 (17.7%) missing values	Missing
`Magnesium-median` has 3543 (17.7%) missing values	Missing
`Phosphate-min` has 8365 (41.8%) missing values	Missing
`Phosphate-max` has 8365 (41.8%) missing values	Missing
`Phosphate-mean` has 8365 (41.8%) missing values	Missing
`Phosphate-median` has 8365 (41.8%) missing values	Missing
`Potassium-min` has 1434 (7.2%) missing values	Missing
`Potassium-max` has 1434 (7.2%) missing values	Missing
`Potassium-mean` has 1434 (7.2%) missing values	Missing
`Potassium-median` has 1434 (7.2%) missing values	Missing
`Bilirubin_total-min` has 11522 (57.6%) missing values	Missing
`Bilirubin_total-max` has 11522 (57.6%) missing values	Missing
`Bilirubin_total-mean` has 11522 (57.6%) missing values	Missing
`Bilirubin_total-median` has 11522 (57.6%) missing values	Missing
`TroponinI-min` has 13436 (67.2%) missing values	Missing
`TroponinI-max` has 13436 (67.2%) missing values	Missing
`TroponinI-mean` has 13436 (67.2%) missing values	Missing
`TroponinI-median` has 13436 (67.2%) missing values	Missing
`Hct-min` has 1953 (9.8%) missing values	Missing
`Hct-max` has 1953 (9.8%) missing values	Missing
`Hct-mean` has 1953 (9.8%) missing values	Missing
`Hct-median` has 1953 (9.8%) missing values	Missing
`Hgb-min` has 1941 (9.7%) missing values	Missing
`Hgb-max` has 1941 (9.7%) missing values	Missing
`Hgb-mean` has 1941 (9.7%) missing values	Missing
`Hgb-median` has 1941 (9.7%) missing values	Missing
`PTT-min` has 15602 (78.0%) missing values	Missing
`PTT-max` has 15602 (78.0%) missing values	Missing
`PTT-mean` has 15602 (78.0%) missing values	Missing
`PTT-median` has 15602 (78.0%) missing values	Missing
`WBC-min` has 2000 (10.0%) missing values	Missing
`WBC-max` has 2000 (10.0%) missing values	Missing
`WBC-mean` has 2000 (10.0%) missing values	Missing
`WBC-median` has 2000 (10.0%) missing values	Missing
`Fibrinogen-min` has 18052 (90.3%) missing values	Missing
`Fibrinogen-max` has 18052 (90.3%) missing values	Missing
`Fibrinogen-mean` has 18052 (90.3%) missing values	Missing
`Fibrinogen-median` has 18052 (90.3%) missing values	Missing
`Platelets-min` has 1992 (10.0%) missing values	Missing
`Platelets-max` has 1992 (10.0%) missing values	Missing
`Platelets-mean` has 1992 (10.0%) missing values	Missing
`Platelets-median` has 1992 (10.0%) missing values	Missing
`Unit1-min` has 6095 (30.5%) missing values	Missing
`Unit1-max` has 6095 (30.5%) missing values	Missing
`Unit1-mean` has 6095 (30.5%) missing values	Missing
`Unit1-median` has 6095 (30.5%) missing values	Missing
`Unit2-min` has 6095 (30.5%) missing values	Missing
`Unit2-max` has 6095 (30.5%) missing values	Missing
`Unit2-mean` has 6095 (30.5%) missing values	Missing
`Unit2-median` has 6095 (30.5%) missing values	Missing
`FiO2-min` is highly skewed (γ1 = -50.73903075)	Skewed
`FiO2-max` is highly skewed (γ1 = 76.2985385)	Skewed
`FiO2-mean` is highly skewed (γ1 = 76.23783285)	Skewed
`PatientID` is uniformly distributed	Uniform
`PatientID` has unique values	Unique
`HospAdmTime-min` has 1145 (5.7%) zeros	Zeros
`HospAdmTime-max` has 1145 (5.7%) zeros	Zeros
`HospAdmTime-mean` has 1145 (5.7%) zeros	Zeros
`HospAdmTime-median` has 1145 (5.7%) zeros	Zeros
`SepsisLabel-mean` has 18858 (94.3%) zeros	Zeros

Reproduction

Analysis started	2021-11-29 10:32:15.961413
Analysis finished	2021-11-29 10:33:10.968518
Duration	55.01 seconds
Software version	pandas-profiling v3.1.1
Download configuration	config.json

PatientID
Real number (ℝ_≥0)

UNIFORM
UNIQUE

Distinct	20000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	110000.5

Minimum	100001
Maximum	120000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	100001
5-th percentile	101000.95
Q1	105000.75
median	110000.5
Q3	115000.25
95-th percentile	119000.05
Maximum	120000
Range	19999
Interquartile range (IQR)	9999.5

Descriptive statistics

Standard deviation	5773.647028
Coefficient of variation (CV)	0.05248746167
Kurtosis	-1.2
Mean	110000.5
Median Absolute Deviation (MAD)	5000
Skewness	0
Sum	2200010000
Variance	33335000
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100001	1	< 0.1%
113331	1	< 0.1%
113338	1	< 0.1%
113337	1	< 0.1%
113336	1	< 0.1%
113335	1	< 0.1%
113334	1	< 0.1%
113333	1	< 0.1%
113332	1	< 0.1%
113330	1	< 0.1%
Other values (19990)	19990	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
100001	1	< 0.1%
100002	1	< 0.1%
100003	1	< 0.1%
100004	1	< 0.1%
100005	1	< 0.1%
100006	1	< 0.1%
100007	1	< 0.1%
100008	1	< 0.1%
100009	1	< 0.1%
100010	1	< 0.1%

Value	Count	Frequency (%)
120000	1	< 0.1%
119999	1	< 0.1%
119998	1	< 0.1%
119997	1	< 0.1%
119996	1	< 0.1%
119995	1	< 0.1%
119994	1	< 0.1%
119993	1	< 0.1%
119992	1	< 0.1%
119991	1	< 0.1%

HR-min
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	197
Distinct (%)	1.0%
Missing	4
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	69.45094019

Minimum	20
Maximum	154.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	20
5-th percentile	48
Q1	60
median	68
Q3	78
95-th percentile	94
Maximum	154.5
Range	134.5
Interquartile range (IQR)	18

Descriptive statistics

Standard deviation	14.23210391
Coefficient of variation (CV)	0.2049231281
Kurtosis	0.5554990009
Mean	69.45094019
Median Absolute Deviation (MAD)	9
Skewness	0.4629014619
Sum	1388741
Variance	202.5527818
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60	823	4.1%
68	676	3.4%
62	672	3.4%
70	643	3.2%
66	606	3.0%
64	592	3.0%
58	561	2.8%
80	535	2.7%
74	529	2.6%
72	522	2.6%
Other values (187)	13837	69.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20	3	< 0.1%
21	2	< 0.1%
22	2	< 0.1%
23	1	< 0.1%
23.5	1	< 0.1%
24	1	< 0.1%
25	2	< 0.1%
26	2	< 0.1%
26.5	1	< 0.1%
27	2	< 0.1%

Value	Count	Frequency (%)
154.5	1	< 0.1%
146	1	< 0.1%
136	1	< 0.1%
134	1	< 0.1%
133.5	1	< 0.1%
133	1	< 0.1%
132.5	1	< 0.1%
132	2	< 0.1%
130	3	< 0.1%
128.5	1	< 0.1%

HR-max
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	250
Distinct (%)	1.3%
Missing	4
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	101.0054761

Minimum	42
Maximum	211
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	42
5-th percentile	72
Q1	87
median	100
Q3	113
95-th percentile	135.625
Maximum	211
Range	169
Interquartile range (IQR)	26

Descriptive statistics

Standard deviation	19.5572884
Coefficient of variation (CV)	0.1936260206
Kurtosis	0.3146285639
Mean	101.0054761
Median Absolute Deviation (MAD)	13
Skewness	0.4659869627
Sum	2019705.5
Variance	382.4875294
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
90	541	2.7%
96	499	2.5%
100	488	2.4%
92	479	2.4%
102	458	2.3%
94	453	2.3%
104	444	2.2%
98	435	2.2%
106	409	2.0%
84	405	2.0%
Other values (240)	15385	76.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
42	1	< 0.1%
44	1	< 0.1%
45	1	< 0.1%
48	2	< 0.1%
49	2	< 0.1%
50	2	< 0.1%
51	4	< 0.1%
52	7	< 0.1%
53	2	< 0.1%
54	11	0.1%

Value	Count	Frequency (%)
211	1	< 0.1%
194	1	< 0.1%
191	2	< 0.1%
186	2	< 0.1%
184	2	< 0.1%
182.5	1	< 0.1%
182	2	< 0.1%
181.5	1	< 0.1%
181	1	< 0.1%
180	3	< 0.1%

HR-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	15131
Distinct (%)	75.7%
Missing	4
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	83.04871048

Minimum	33.36
Maximum	174.6976744
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	33.36
5-th percentile	60.42152123
Q1	72.19230769
median	82.17248284
Q3	92.6
95-th percentile	109.1428571
Maximum	174.6976744
Range	141.3376744
Interquartile range (IQR)	20.40769231

Descriptive statistics

Standard deviation	14.99990916
Coefficient of variation (CV)	0.1806157985
Kurtosis	0.2303158873
Mean	83.04871048
Median Absolute Deviation (MAD)	10.17248284
Skewness	0.3821272666
Sum	1660642.015
Variance	224.9972747
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
68	28	0.1%
72.5	23	0.1%
80	23	0.1%
86	21	0.1%
90	21	0.1%
70	20	0.1%
77	20	0.1%
83	19	0.1%
76	19	0.1%
81	19	0.1%
Other values (15121)	19783	98.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
33.36	1	< 0.1%
37.28571429	1	< 0.1%
37.96052632	1	< 0.1%
38.78378378	1	< 0.1%
38.984375	1	< 0.1%
39.86764706	1	< 0.1%
40.0326087	1	< 0.1%
40.93181818	1	< 0.1%
40.9375	1	< 0.1%
41.2826087	1	< 0.1%

Value	Count	Frequency (%)
174.6976744	1	< 0.1%
158.2142857	1	< 0.1%
156.1428571	1	< 0.1%
153	1	< 0.1%
148.5196078	1	< 0.1%
145.6545455	1	< 0.1%
145.2	1	< 0.1%
144.8409091	1	< 0.1%
143.2333333	1	< 0.1%
140.7340426	1	< 0.1%

HR-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	359
Distinct (%)	1.8%
Missing	4
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	82.45575365

Minimum	31
Maximum	176
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	31
5-th percentile	59.5
Q1	71
median	81.5
Q3	92
95-th percentile	109.5
Maximum	176
Range	145
Interquartile range (IQR)	21

Descriptive statistics

Standard deviation	15.47201459
Coefficient of variation (CV)	0.1876402058
Kurtosis	0.2671783352
Mean	82.45575365
Median Absolute Deviation (MAD)	10.5
Skewness	0.4075821578
Sum	1648785.25
Variance	239.3832353
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
80	606	3.0%
90	536	2.7%
82	475	2.4%
70	454	2.3%
78	454	2.3%
84	449	2.2%
74	423	2.1%
76	404	2.0%
72	396	2.0%
86	395	2.0%
Other values (349)	15404	77.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
31	1	< 0.1%
31.5	1	< 0.1%
33	1	< 0.1%
36	1	< 0.1%
37	2	< 0.1%
37.75	1	< 0.1%
38	2	< 0.1%
39	1	< 0.1%
40	4	< 0.1%
40.5	1	< 0.1%

Value	Count	Frequency (%)
176	1	< 0.1%
163	1	< 0.1%
156.5	1	< 0.1%
156	1	< 0.1%
155	1	< 0.1%
147	1	< 0.1%
146	2	< 0.1%
143	3	< 0.1%
142.5	2	< 0.1%
142	2	< 0.1%

O2Sat-min
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	125
Distinct (%)	0.6%
Missing	6
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	91.8326748

Minimum	20
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	20
5-th percentile	82.5
Q1	91
median	93
Q3	95
95-th percentile	98
Maximum	100
Range	80
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	6.728730914
Coefficient of variation (CV)	0.07327164246
Kurtosis	34.74170797
Mean	91.8326748
Median Absolute Deviation (MAD)	2
Skewness	-4.726614861
Sum	1836102.5
Variance	45.27581971
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
94	2162	10.8%
93	2161	10.8%
92	2152	10.8%
95	2018	10.1%
96	1666	8.3%
91	1616	8.1%
90	1372	6.9%
97	1183	5.9%
89	650	3.2%
98	639	3.2%
Other values (115)	4375	21.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20	12	0.1%
21	4	< 0.1%
22	4	< 0.1%
23	3	< 0.1%
24	6	< 0.1%
26	3	< 0.1%
27	1	< 0.1%
28	2	< 0.1%
29	3	< 0.1%
30	3	< 0.1%

Value	Count	Frequency (%)
100	183	0.9%
99.5	26	0.1%
99	323	1.6%
98.5	38	0.2%
98	639	3.2%
97.5	77	0.4%
97	1183	5.9%
96.5	98	0.5%
96	1666	8.3%
95.5	119	0.6%

O2Sat-max
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION

Distinct	29
Distinct (%)	0.1%
Missing	6
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	99.49494848

Minimum	74
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	74
5-th percentile	97
Q1	99
median	100
Q3	100
95-th percentile	100
Maximum	100
Range	26
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.074129091
Coefficient of variation (CV)	0.01079581534
Kurtosis	49.7162905
Mean	99.49494848
Median Absolute Deviation (MAD)	0
Skewness	-4.482165863
Sum	1989302
Variance	1.153753304
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
100	14526	72.6%
99	2416	12.1%
98	1529	7.6%
97	650	3.2%
96	243	1.2%
99.5	209	1.0%
98.5	140	0.7%
95	88	0.4%
97.5	76	0.4%
96.5	39	0.2%
Other values (19)	78	0.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
74	1	< 0.1%
79	1	< 0.1%
80	1	< 0.1%
82	1	< 0.1%
83	1	< 0.1%
84	1	< 0.1%
85	2	< 0.1%
86	3	< 0.1%
87	1	< 0.1%
89	2	< 0.1%

Value	Count	Frequency (%)
100	14526	72.6%
99.5	209	1.0%
99	2416	12.1%
98.5	140	0.7%
98	1529	7.6%
97.5	76	0.4%
97	650	3.2%
96.5	39	0.2%
96	243	1.2%
95.5	13	0.1%

O2Sat-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	7737
Distinct (%)	38.7%
Missing	6
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	97.10576372

Minimum	65.5
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	65.5
5-th percentile	94
Q1	96.01860587
median	97.32240143
Q3	98.47660576
95-th percentile	99.65625
Maximum	100
Range	34.5
Interquartile range (IQR)	2.457999889

Descriptive statistics

Standard deviation	1.944590634
Coefficient of variation (CV)	0.02002549137
Kurtosis	22.29509362
Mean	97.10576372
Median Absolute Deviation (MAD)	1.221587214
Skewness	-2.439035024
Sum	1941532.64
Variance	3.781432733
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	183	0.9%
98	141	0.7%
97	131	0.7%
97.5	118	0.6%
98.5	113	0.6%
99	102	0.5%
96.5	92	0.5%
96	91	0.5%
99.5	68	0.3%
98.25	63	0.3%
Other values (7727)	18892	94.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
65.5	1	< 0.1%
66.85714286	1	< 0.1%
67.72580645	1	< 0.1%
72	1	< 0.1%
72.58333333	1	< 0.1%
73.44285714	1	< 0.1%
74.33333333	1	< 0.1%
74.80392157	1	< 0.1%
75.58823529	1	< 0.1%
76.32142857	1	< 0.1%

Value	Count	Frequency (%)
100	183	0.9%
99.99074074	1	< 0.1%
99.9893617	1	< 0.1%
99.98611111	1	< 0.1%
99.98571429	1	< 0.1%
99.98529412	1	< 0.1%
99.984375	1	< 0.1%
99.98181818	1	< 0.1%
99.98076923	1	< 0.1%
99.97916667	1	< 0.1%

O2Sat-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	70
Distinct (%)	0.4%
Missing	6
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	97.41654996

Minimum	62.25
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	62.25
5-th percentile	94
Q1	96
median	98
Q3	99
95-th percentile	100
Maximum	100
Range	37.75
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.061559043
Coefficient of variation (CV)	0.02116230809
Kurtosis	17.04957528
Mean	97.41654996
Median Absolute Deviation (MAD)	1.5
Skewness	-1.901720785
Sum	1947746.5
Variance	4.25002569
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	3296	16.5%
98	3224	16.1%
97	2808	14.0%
99	2536	12.7%
96	2450	12.2%
95	1451	7.3%
94	681	3.4%
97.5	441	2.2%
98.5	391	2.0%
96.5	389	1.9%
Other values (60)	2327	11.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
62.25	1	< 0.1%
65	1	< 0.1%
67	1	< 0.1%
72	1	< 0.1%
73	1	< 0.1%
75	1	< 0.1%
76	1	< 0.1%
76.75	1	< 0.1%
77	2	< 0.1%
78	2	< 0.1%

Value	Count	Frequency (%)
100	3296	16.5%
99.75	77	0.4%
99.5	298	1.5%
99.25	87	0.4%
99	2536	12.7%
98.75	92	0.5%
98.5	391	2.0%
98.25	89	0.4%
98	3224	16.1%
97.75	98	0.5%

Temp-min
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION

Distinct	136
Distinct (%)	0.7%
Missing	49
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	36.0829808

Minimum	30
Maximum	39.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	30
5-th percentile	35.15
Q1	35.8
median	36.1
Q3	36.5
95-th percentile	37
Maximum	39.2
Range	9.2
Interquartile range (IQR)	0.7

Descriptive statistics

Standard deviation	0.6146643085
Coefficient of variation (CV)	0.01703474311
Kurtosis	9.011881438
Mean	36.0829808
Median Absolute Deviation (MAD)	0.3
Skewness	-1.324003618
Sum	719891.55
Variance	0.3778122121
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
36	2163	10.8%
36.4	1415	7.1%
36.2	1399	7.0%
36.5	1320	6.6%
36.3	1304	6.5%
36.1	1258	6.3%
35.9	1142	5.7%
35.8	1039	5.2%
36.6	961	4.8%
35.6	920	4.6%
Other values (126)	7030	35.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
30	3	< 0.1%
30.1	1	< 0.1%
30.4	1	< 0.1%
30.5	2	< 0.1%
30.6	1	< 0.1%
30.8	1	< 0.1%
30.9	2	< 0.1%
31.2	1	< 0.1%
31.25	1	< 0.1%
31.3	1	< 0.1%

Value	Count	Frequency (%)
39.2	1	< 0.1%
39.1	1	< 0.1%
38.8	3	< 0.1%
38.7	3	< 0.1%
38.6	1	< 0.1%
38.5	2	< 0.1%
38.4	3	< 0.1%
38.3	5	< 0.1%
38.2	4	< 0.1%
38.1	7	< 0.1%

Temp-max
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	117
Distinct (%)	0.6%
Missing	49
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	37.35684928

Minimum	32.6
Maximum	50
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	32.6
5-th percentile	36.4
Q1	36.9
median	37.3
Q3	37.8
95-th percentile	38.6
Maximum	50
Range	17.4
Interquartile range (IQR)	0.9

Descriptive statistics

Standard deviation	0.7075059994
Coefficient of variation (CV)	0.01893912396
Kurtosis	11.62398671
Mean	37.35684928
Median Absolute Deviation (MAD)	0.4
Skewness	1.204899895
Sum	745306.5
Variance	0.5005647391
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
37	1537	7.7%
37.2	1302	6.5%
36.8	1287	6.4%
37.1	1211	6.1%
36.9	1089	5.4%
37.4	1058	5.3%
37.5	1024	5.1%
37.6	1008	5.0%
37.3	1003	5.0%
36.7	925	4.6%
Other values (107)	8507	42.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
32.6	1	< 0.1%
32.8	1	< 0.1%
33.3	1	< 0.1%
33.5	1	< 0.1%
34	2	< 0.1%
34.1	1	< 0.1%
34.4	1	< 0.1%
34.5	1	< 0.1%
34.9	1	< 0.1%
35	3	< 0.1%

Value	Count	Frequency (%)
50	2	< 0.1%
42.1	1	< 0.1%
41.8	1	< 0.1%
41.5	1	< 0.1%
41.4	2	< 0.1%
41.3	1	< 0.1%
41.25	1	< 0.1%
41	1	< 0.1%
40.9	1	< 0.1%
40.8	1	< 0.1%

Temp-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	5252
Distinct (%)	26.3%
Missing	49
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	36.77130518

Minimum	31.44444444
Maximum	39.7375
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	31.44444444
5-th percentile	36
Q1	36.44
median	36.72567568
Q3	37.0822479
95-th percentile	37.67330317
Maximum	39.7375
Range	8.293055556
Interquartile range (IQR)	0.6422478992

Descriptive statistics

Standard deviation	0.5290535673
Coefficient of variation (CV)	0.01438767443
Kurtosis	3.225961007
Mean	36.77130518
Median Absolute Deviation (MAD)	0.3187687688
Skewness	-0.009018216435
Sum	733624.3097
Variance	0.2798976771
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
36.5	243	1.2%
36.6	233	1.2%
36.4	191	1.0%
36.7	164	0.8%
36.9	150	0.8%
36.8	149	0.7%
36.3	130	0.7%
37	123	0.6%
36	116	0.6%
36.55	113	0.6%
Other values (5242)	18339	91.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
31.44444444	1	< 0.1%
32.30714286	1	< 0.1%
32.44285714	1	< 0.1%
32.8	1	< 0.1%
32.93235294	1	< 0.1%
32.95	1	< 0.1%
33.08333333	1	< 0.1%
33.10576923	1	< 0.1%
33.35	1	< 0.1%
33.39861111	1	< 0.1%

Value	Count	Frequency (%)
39.7375	1	< 0.1%
39.71451613	1	< 0.1%
39.675	1	< 0.1%
39.50714286	1	< 0.1%
39.36666667	1	< 0.1%
39.22291667	1	< 0.1%
39.16029412	1	< 0.1%
39.1	1	< 0.1%
39.05	1	< 0.1%
38.98	1	< 0.1%

Temp-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	219
Distinct (%)	1.1%
Missing	49
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	36.78687033

Minimum	31.4
Maximum	40.4
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	31.4
5-th percentile	36
Q1	36.45
median	36.7
Q3	37.1
95-th percentile	37.75
Maximum	40.4
Range	9
Interquartile range (IQR)	0.65

Descriptive statistics

Standard deviation	0.5584923396
Coefficient of variation (CV)	0.01518183892
Kurtosis	3.428382447
Mean	36.78687033
Median Absolute Deviation (MAD)	0.3
Skewness	-0.03114273631
Sum	733934.85
Variance	0.3119136934
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
36.6	1367	6.8%
36.5	1317	6.6%
36.8	1278	6.4%
36.7	1263	6.3%
37	1078	5.4%
36.4	911	4.6%
36.9	884	4.4%
37.1	742	3.7%
36.3	709	3.5%
37.2	678	3.4%
Other values (209)	9724	48.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
31.4	1	< 0.1%
32.1	2	< 0.1%
32.8	2	< 0.1%
32.95	2	< 0.1%
33	2	< 0.1%
33.05	1	< 0.1%
33.1	1	< 0.1%
33.2	3	< 0.1%
33.25	2	< 0.1%
33.35	1	< 0.1%

Value	Count	Frequency (%)
40.4	1	< 0.1%
40.1	1	< 0.1%
40	2	< 0.1%
39.5	1	< 0.1%
39.4	1	< 0.1%
39.3	1	< 0.1%
39.25	1	< 0.1%
39.2	1	< 0.1%
39.1	4	< 0.1%
39.05	1	< 0.1%

SBP-min
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	272
Distinct (%)	1.4%
Missing	24
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	98.92293402

Minimum	20
Maximum	183
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	20
5-th percentile	73
Q1	87
median	97
Q3	110
95-th percentile	131
Maximum	183
Range	163
Interquartile range (IQR)	23

Descriptive statistics

Standard deviation	17.89705432
Coefficient of variation (CV)	0.1809191619
Kurtosis	0.8313712617
Mean	98.92293402
Median Absolute Deviation (MAD)	11
Skewness	0.239846158
Sum	1976084.53
Variance	320.3045533
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
90	540	2.7%
92	530	2.6%
94	525	2.6%
96	495	2.5%
91	479	2.4%
100	477	2.4%
98	469	2.3%
102	445	2.2%
93	445	2.2%
86	443	2.2%
Other values (262)	15128	75.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20	4	< 0.1%
21	2	< 0.1%
22	5	< 0.1%
24	4	< 0.1%
25	4	< 0.1%
27	1	< 0.1%
28	1	< 0.1%
29	1	< 0.1%
30	4	< 0.1%
31	1	< 0.1%

Value	Count	Frequency (%)
183	1	< 0.1%
171	1	< 0.1%
168	1	< 0.1%
167	3	< 0.1%
166	1	< 0.1%
165	5	< 0.1%
164	4	< 0.1%
163.5	1	< 0.1%
163	5	< 0.1%
162	1	< 0.1%

SBP-max
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	371
Distinct (%)	1.9%
Missing	24
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	157.0853599

Minimum	66
Maximum	300
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	66
5-th percentile	117
Q1	138
median	155
Q3	174
95-th percentile	203
Maximum	300
Range	234
Interquartile range (IQR)	36

Descriptive statistics

Standard deviation	26.80667552
Coefficient of variation (CV)	0.1706503746
Kurtosis	0.8191790347
Mean	157.0853599
Median Absolute Deviation (MAD)	18
Skewness	0.5269478231
Sum	3137937.15
Variance	718.5978525
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
140	344	1.7%
156	318	1.6%
158	317	1.6%
150	314	1.6%
164	312	1.6%
154	306	1.5%
146	306	1.5%
148	298	1.5%
168	297	1.5%
152	293	1.5%
Other values (361)	16871	84.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
66	2	< 0.1%
70	1	< 0.1%
72	1	< 0.1%
74	1	< 0.1%
75	1	< 0.1%
76	1	< 0.1%
77	1	< 0.1%
79	1	< 0.1%
80	1	< 0.1%
82	3	< 0.1%

Value	Count	Frequency (%)
300	1	< 0.1%
299	1	< 0.1%
298	1	< 0.1%
296	3	< 0.1%
295	1	< 0.1%
294	1	< 0.1%
293	2	< 0.1%
292	2	< 0.1%
290	2	< 0.1%
287	1	< 0.1%

SBP-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	15753
Distinct (%)	78.9%
Missing	24
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	126.4104727

Minimum	54.54166667
Maximum	203.775
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	54.54166667
5-th percentile	98.52083333
Q1	112.8333333
median	125
Q3	138.7410714
95-th percentile	159.1377467
Maximum	203.775
Range	149.2333333
Interquartile range (IQR)	25.9077381

Descriptive statistics

Standard deviation	18.61359086
Coefficient of variation (CV)	0.1472472215
Kurtosis	-0.03379315869
Mean	126.4104727
Median Absolute Deviation (MAD)	12.78947368
Skewness	0.3318814023
Sum	2525175.602
Variance	346.4657649
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
128	21	0.1%
116	17	0.1%
127	17	0.1%
122	17	0.1%
125	17	0.1%
142	16	0.1%
110	16	0.1%
116.5	16	0.1%
133	16	0.1%
124	15	0.1%
Other values (15743)	19808	99.0%
(Missing)	24	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
54.54166667	1	< 0.1%
56.29807692	1	< 0.1%
57.575	1	< 0.1%
60.34615385	1	< 0.1%
65	1	< 0.1%
65.125	1	< 0.1%
65.27083333	1	< 0.1%
66	1	< 0.1%
66.09090909	1	< 0.1%
68.5	1	< 0.1%

Value	Count	Frequency (%)
203.775	1	< 0.1%
200.7830189	1	< 0.1%
200.1555556	1	< 0.1%
197.2	1	< 0.1%
197.1428571	1	< 0.1%
196.8043478	1	< 0.1%
194.1862745	1	< 0.1%
192.75	1	< 0.1%
192.4396552	1	< 0.1%
192.1857143	1	< 0.1%

SBP-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	485
Distinct (%)	2.4%
Missing	24
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	126.0335653

Minimum	51
Maximum	207
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	51
5-th percentile	98
Q1	112
median	124.5
Q3	139
95-th percentile	160
Maximum	207
Range	156
Interquartile range (IQR)	27

Descriptive statistics

Standard deviation	19.12587448
Coefficient of variation (CV)	0.1517522291
Kurtosis	-0.0662913949
Mean	126.0335653
Median Absolute Deviation (MAD)	13.5
Skewness	0.3496266683
Sum	2517646.5
Variance	365.7990745
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
116	331	1.7%
118	316	1.6%
112	313	1.6%
132	312	1.6%
120	306	1.5%
126	304	1.5%
110	301	1.5%
114	298	1.5%
124	298	1.5%
128	297	1.5%
Other values (475)	16900	84.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
51	1	< 0.1%
51.5	1	< 0.1%
54.5	1	< 0.1%
62	1	< 0.1%
63	1	< 0.1%
65	1	< 0.1%
65.5	1	< 0.1%
66	2	< 0.1%
66.5	1	< 0.1%
68.5	1	< 0.1%

Value	Count	Frequency (%)
207	1	< 0.1%
203	1	< 0.1%
202	1	< 0.1%
198	1	< 0.1%
197	1	< 0.1%
196.5	1	< 0.1%
195.5	1	< 0.1%
195	3	< 0.1%
194.75	2	< 0.1%
194	4	< 0.1%

MAP-min
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	177
Distinct (%)	0.9%
Missing	102
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%
Mean	68.7824907

Minimum	30
Maximum	140
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	30
5-th percentile	50
Q1	60
median	67
Q3	76
95-th percentile	92
Maximum	140
Range	110
Interquartile range (IQR)	16

Descriptive statistics

Standard deviation	12.80219302
Coefficient of variation (CV)	0.1861257551
Kurtosis	0.8476084219
Mean	68.7824907
Median Absolute Deviation (MAD)	8
Skewness	0.4956551988
Sum	1368634
Variance	163.8961461
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
64	775	3.9%
62	761	3.8%
68	699	3.5%
66	680	3.4%
70	670	3.4%
60	657	3.3%
61	644	3.2%
65	641	3.2%
63	632	3.2%
67	613	3.1%
Other values (167)	13126	65.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
30	10	0.1%
31	15	0.1%
32	18	0.1%
33	18	0.1%
34	9	< 0.1%
34.5	2	< 0.1%
35	12	0.1%
35.5	1	< 0.1%
36	27	0.1%
36.5	3	< 0.1%

Value	Count	Frequency (%)
140	1	< 0.1%
136	1	< 0.1%
130	1	< 0.1%
129	2	< 0.1%
126	1	< 0.1%
125	1	< 0.1%
124	1	< 0.1%
123	1	< 0.1%
122.5	2	< 0.1%
122	2	< 0.1%

MAP-max
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	343
Distinct (%)	1.7%
Missing	102
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%
Mean	110.3982561

Minimum	43.5
Maximum	300
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	43.5
5-th percentile	83
Q1	96
median	107
Q3	120
95-th percentile	146
Maximum	300
Range	256.5
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	23.46768543
Coefficient of variation (CV)	0.2125729723
Kurtosis	13.67664927
Mean	110.3982561
Median Absolute Deviation (MAD)	12
Skewness	2.536329695
Sum	2196704.5
Variance	550.7322596
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	468	2.3%
104	460	2.3%
98	455	2.3%
96	447	2.2%
102	445	2.2%
106	434	2.2%
108	426	2.1%
105	423	2.1%
110	423	2.1%
103	417	2.1%
Other values (333)	15500	77.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
43.5	1	< 0.1%
55	3	< 0.1%
57	1	< 0.1%
58	1	< 0.1%
60	2	< 0.1%
61	1	< 0.1%
62	3	< 0.1%
62.5	1	< 0.1%
63	5	< 0.1%
64	2	< 0.1%

Value	Count	Frequency (%)
300	4	< 0.1%
298	5	< 0.1%
296	3	< 0.1%
295	1	< 0.1%
294	4	< 0.1%
293	2	< 0.1%
292	2	< 0.1%
291	2	< 0.1%
290	3	< 0.1%
288	2	< 0.1%

MAP-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	14332
Distinct (%)	72.0%
Missing	102
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%
Mean	86.74191272

Minimum	34.29166667
Maximum	143.2285714
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	34.29166667
5-th percentile	68.62435345
Q1	77.26923077
median	85.13126566
Q3	94.64404762
95-th percentile	110.3827381
Maximum	143.2285714
Range	108.9369048
Interquartile range (IQR)	17.37481685

Descriptive statistics

Standard deviation	12.90803422
Coefficient of variation (CV)	0.1488096564
Kurtosis	0.3753422494
Mean	86.74191272
Median Absolute Deviation (MAD)	8.535401003
Skewness	0.6007607492
Sum	1725990.579
Variance	166.6173475
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
85	34	0.2%
80	31	0.2%
87	30	0.1%
92	28	0.1%
91	27	0.1%
82	26	0.1%
93	25	0.1%
81	25	0.1%
79.5	23	0.1%
89	22	0.1%
Other values (14322)	19627	98.1%
(Missing)	102	0.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
34.29166667	1	< 0.1%
38.46875	1	< 0.1%
45.79166667	1	< 0.1%
46.16666667	1	< 0.1%
46.95652174	1	< 0.1%
48.03947368	1	< 0.1%
48.5	1	< 0.1%
49	1	< 0.1%
50.05681818	1	< 0.1%
50.28571429	1	< 0.1%

Value	Count	Frequency (%)
143.2285714	1	< 0.1%
141.0645161	1	< 0.1%
140.7241379	1	< 0.1%
140.4056604	1	< 0.1%
140	1	< 0.1%
139.9375	1	< 0.1%
138.9907407	1	< 0.1%
138.1363636	1	< 0.1%
137.5	1	< 0.1%
137.4130435	1	< 0.1%

MAP-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	322
Distinct (%)	1.6%
Missing	102
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%
Mean	86.18930295

Minimum	33
Maximum	144
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	33
5-th percentile	68
Q1	76.5
median	84.75
Q3	94
95-th percentile	110.5
Maximum	144
Range	111
Interquartile range (IQR)	17.5

Descriptive statistics

Standard deviation	13.16411582
Coefficient of variation (CV)	0.1527349146
Kurtosis	0.3658354042
Mean	86.18930295
Median Absolute Deviation (MAD)	8.75
Skewness	0.5997528945
Sum	1714994.75
Variance	173.2939454
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
78	558	2.8%
82	540	2.7%
80	504	2.5%
76	501	2.5%
88	497	2.5%
86	488	2.4%
77	464	2.3%
84	455	2.3%
74	432	2.2%
90	420	2.1%
Other values (312)	15039	75.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
33	1	< 0.1%
34	1	< 0.1%
43.5	1	< 0.1%
45	3	< 0.1%
48.5	1	< 0.1%
49	1	< 0.1%
49.75	1	< 0.1%
50	3	< 0.1%
51	2	< 0.1%
51.5	1	< 0.1%

Value	Count	Frequency (%)
144	1	< 0.1%
143.5	1	< 0.1%
143	1	< 0.1%
141	1	< 0.1%
140	4	< 0.1%
139.5	1	< 0.1%
139.25	1	< 0.1%
138.5	2	< 0.1%
138	2	< 0.1%
137	2	< 0.1%

DBP-min
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	160
Distinct (%)	0.8%
Missing	27
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	51.84656737

Minimum	20
Maximum	109
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	20
5-th percentile	35
Q1	45
median	51
Q3	58
95-th percentile	70
Maximum	109
Range	89
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	10.49105356
Coefficient of variation (CV)	0.2023480838
Kurtosis	0.7413570725
Mean	51.84656737
Median Absolute Deviation (MAD)	6
Skewness	0.2899518895
Sum	1035531.49
Variance	110.0622048
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
50	1044	5.2%
52	923	4.6%
51	864	4.3%
56	776	3.9%
54	775	3.9%
55	767	3.8%
53	767	3.8%
48	759	3.8%
46	695	3.5%
44	645	3.2%
Other values (150)	11958	59.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20	17	0.1%
20.5	3	< 0.1%
21	15	0.1%
21.5	5	< 0.1%
22	17	0.1%
23	19	0.1%
23.5	2	< 0.1%
24	31	0.2%
24.5	1	< 0.1%
25	31	0.2%

Value	Count	Frequency (%)
109	1	< 0.1%
105	1	< 0.1%
97	1	< 0.1%
96	2	< 0.1%
95	4	< 0.1%
94	2	< 0.1%
93	3	< 0.1%
92.5	1	< 0.1%
92	1	< 0.1%
91.5	1	< 0.1%

DBP-max
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	332
Distinct (%)	1.7%
Missing	27
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	88.14609273

Minimum	32
Maximum	300
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	32
5-th percentile	64
Q1	75.5
median	85
Q3	97
95-th percentile	120
Maximum	300
Range	268
Interquartile range (IQR)	21.5

Descriptive statistics

Standard deviation	20.65945875
Coefficient of variation (CV)	0.2343774762
Kurtosis	19.22165676
Mean	88.14609273
Median Absolute Deviation (MAD)	11
Skewness	2.861997187
Sum	1760541.91
Variance	426.8132359
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
80	544	2.7%
84	535	2.7%
82	529	2.6%
76	521	2.6%
78	511	2.6%
86	486	2.4%
81	468	2.3%
79	467	2.3%
88	460	2.3%
90	454	2.3%
Other values (322)	14998	75.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
32	1	< 0.1%
36	2	< 0.1%
41	1	< 0.1%
41.5	1	< 0.1%
42	1	< 0.1%
45	3	< 0.1%
45.5	1	< 0.1%
46	7	< 0.1%
47	1	< 0.1%
47.5	1	< 0.1%

Value	Count	Frequency (%)
300	2	< 0.1%
298	1	< 0.1%
296	3	< 0.1%
293	2	< 0.1%
292	2	< 0.1%
291	1	< 0.1%
290	2	< 0.1%
287	1	< 0.1%
285	1	< 0.1%
284	1	< 0.1%

DBP-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	14217
Distinct (%)	71.2%
Missing	27
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	66.6384943

Minimum	24
Maximum	116.1891892
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	24
5-th percentile	50.94563492
Q1	59.1
median	65.55
Q3	73.28571429
95-th percentile	86.22745098
Maximum	116.1891892
Range	92.18918919
Interquartile range (IQR)	14.18571429

Descriptive statistics

Standard deviation	10.80896208
Coefficient of variation (CV)	0.1622029758
Kurtosis	0.5003833477
Mean	66.6384943
Median Absolute Deviation (MAD)	6.992307692
Skewness	0.5108030707
Sum	1330970.647
Variance	116.8336612
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
67.5	34	0.2%
61	29	0.1%
69	27	0.1%
66	26	0.1%
65	25	0.1%
70	25	0.1%
67	25	0.1%
60	24	0.1%
64	24	0.1%
62	24	0.1%
Other values (14207)	19710	98.6%
(Missing)	27	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
24	1	< 0.1%
28.58333333	1	< 0.1%
29.575	1	< 0.1%
30.41428571	1	< 0.1%
31.02222222	1	< 0.1%
32.02272727	1	< 0.1%
32.52631579	1	< 0.1%
32.9375	1	< 0.1%
33.08823529	1	< 0.1%
33.48076923	1	< 0.1%

Value	Count	Frequency (%)
116.1891892	1	< 0.1%
116.0135135	1	< 0.1%
115.1363636	1	< 0.1%
114.875	1	< 0.1%
113.2857143	1	< 0.1%
112.2692308	1	< 0.1%
110.875	1	< 0.1%
110.825	1	< 0.1%
110.0384615	1	< 0.1%
109.4534884	1	< 0.1%

DBP-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	325
Distinct (%)	1.6%
Missing	27
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	65.98379412

Minimum	24
Maximum	117
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	24
5-th percentile	50
Q1	58
median	65
Q3	73
95-th percentile	86
Maximum	117
Range	93
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	11.11804128
Coefficient of variation (CV)	0.1684965442
Kurtosis	0.4183439062
Mean	65.98379412
Median Absolute Deviation (MAD)	7
Skewness	0.5133707969
Sum	1317894.32
Variance	123.610842
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
58	664	3.3%
60	628	3.1%
64	609	3.0%
62	585	2.9%
56	576	2.9%
63	554	2.8%
65	540	2.7%
59	538	2.7%
66	528	2.6%
61	504	2.5%
Other values (315)	14247	71.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
24	1	< 0.1%
27.5	1	< 0.1%
28	1	< 0.1%
28.5	1	< 0.1%
29	3	< 0.1%
32	3	< 0.1%
33	2	< 0.1%
33.5	2	< 0.1%
34	4	< 0.1%
35	3	< 0.1%

Value	Count	Frequency (%)
117	1	< 0.1%
116	1	< 0.1%
114.75	1	< 0.1%
113	1	< 0.1%
112	3	< 0.1%
111	1	< 0.1%
110.5	1	< 0.1%
110	1	< 0.1%
109.75	1	< 0.1%
109.25	1	< 0.1%

Resp-min
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION

Distinct	59
Distinct (%)	0.3%
Missing	43
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	13.07446009

Minimum	1
Maximum	35
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	1
5-th percentile	8
Q1	11
median	13
Q3	15.5
95-th percentile	18
Maximum	35
Range	34
Interquartile range (IQR)	4.5

Descriptive statistics

Standard deviation	3.497854282
Coefficient of variation (CV)	0.2675333634
Kurtosis	2.295771055
Mean	13.07446009
Median Absolute Deviation (MAD)	2
Skewness	-0.4229964857
Sum	260927
Variance	12.23498458
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12	3400	17.0%
14	2642	13.2%
16	2519	12.6%
10	2141	10.7%
15	1641	8.2%
11	1408	7.0%
13	1387	6.9%
18	1036	5.2%
17	614	3.1%
9	487	2.4%
Other values (49)	2682	13.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	227	1.1%
1.5	18	0.1%
2	140	0.7%
2.5	18	0.1%
3	59	0.3%
3.5	10	0.1%
4	44	0.2%
4.5	5	< 0.1%
5	53	0.3%
5.5	7	< 0.1%

Value	Count	Frequency (%)
35	2	< 0.1%
34	2	< 0.1%
32	3	< 0.1%
31	2	< 0.1%
30	3	< 0.1%
29	3	< 0.1%
28	6	< 0.1%
27.5	1	< 0.1%
27	2	< 0.1%
26.5	1	< 0.1%

Resp-max
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	137
Distinct (%)	0.7%
Missing	43
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	25.45011775

Minimum	1
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	1
5-th percentile	18
Q1	22
median	24
Q3	28
95-th percentile	36
Maximum	100
Range	99
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	6.703606788
Coefficient of variation (CV)	0.2634017985
Kurtosis	28.77288584
Mean	25.45011775
Median Absolute Deviation (MAD)	3
Skewness	3.409856074
Sum	507908
Variance	44.93834397
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
24	2129	10.6%
22	1979	9.9%
20	1625	8.1%
26	1433	7.2%
25	1393	7.0%
28	1379	6.9%
18	1214	6.1%
23	1063	5.3%
30	964	4.8%
21	825	4.1%
Other values (127)	5953	29.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	4	< 0.1%
1.5	1	< 0.1%
2	9	< 0.1%
3	6	< 0.1%
4	5	< 0.1%
4.5	1	< 0.1%
5	8	< 0.1%
6	5	< 0.1%
6.5	1	< 0.1%
7	3	< 0.1%

Value	Count	Frequency (%)
100	5	< 0.1%
99	7	< 0.1%
98	6	< 0.1%
97	5	< 0.1%
96.5	1	< 0.1%
96	4	< 0.1%
95	2	< 0.1%
94	3	< 0.1%
93	2	< 0.1%
92	1	< 0.1%

Resp-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	9074
Distinct (%)	45.5%
Missing	43
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	18.48372382

Minimum	1
Maximum	56.25
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	1
5-th percentile	14.27119691
Q1	16.66666667
median	18.1875
Q3	20.03947368
95-th percentile	23.625
Maximum	56.25
Range	55.25
Interquartile range (IQR)	3.372807018

Descriptive statistics

Standard deviation	3.134884136
Coefficient of variation (CV)	0.1696024117
Kurtosis	6.795482191
Mean	18.48372382
Median Absolute Deviation (MAD)	1.677083333
Skewness	0.6931995319
Sum	368879.6762
Variance	9.827498548
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18	298	1.5%
17	142	0.7%
16	140	0.7%
17.5	119	0.6%
19	92	0.5%
18.5	84	0.4%
16.5	78	0.4%
17.33333333	76	0.4%
20	59	0.3%
19.5	53	0.3%
Other values (9064)	18816	94.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	4	< 0.1%
1.333333333	2	< 0.1%
1.5	2	< 0.1%
1.583333333	1	< 0.1%
1.636363636	1	< 0.1%
1.642857143	1	< 0.1%
1.764705882	1	< 0.1%
1.833333333	1	< 0.1%
1.842105263	1	< 0.1%
1.9	1	< 0.1%

Value	Count	Frequency (%)
56.25	1	< 0.1%
56	1	< 0.1%
50.04166667	1	< 0.1%
44.28571429	1	< 0.1%
40.21428571	1	< 0.1%
39.5	1	< 0.1%
38.91666667	1	< 0.1%
37.5125	1	< 0.1%
37.37878788	1	< 0.1%
37.25	1	< 0.1%

Resp-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	121
Distinct (%)	0.6%
Missing	43
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	18.3046049

Minimum	1
Maximum	56
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	1
5-th percentile	14
Q1	16
median	18
Q3	20
95-th percentile	24
Maximum	56
Range	55
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.25810626
Coefficient of variation (CV)	0.1779938042
Kurtosis	6.330757325
Mean	18.3046049
Median Absolute Deviation (MAD)	2
Skewness	0.5389213854
Sum	365305
Variance	10.6152564
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18	3990	20.0%
20	2754	13.8%
16	2564	12.8%
17	1321	6.6%
19	1138	5.7%
15	995	5.0%
22	932	4.7%
14	673	3.4%
21	661	3.3%
24	352	1.8%
Other values (111)	4577	22.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	8	< 0.1%
1.5	3	< 0.1%
2	24	0.1%
2.5	3	< 0.1%
3	12	0.1%
3.25	3	< 0.1%
3.5	4	< 0.1%
3.75	1	< 0.1%
4	11	0.1%
4.5	3	< 0.1%

Value	Count	Frequency (%)
56	2	< 0.1%
51.5	1	< 0.1%
40	2	< 0.1%
39	1	< 0.1%
38	2	< 0.1%
37	1	< 0.1%
36.25	1	< 0.1%
36	2	< 0.1%
35.5	2	< 0.1%
35.25	1	< 0.1%

EtCO2-min
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	91
Distinct (%)	2.8%
Missing	16784
Missing (%)	83.9%
Infinite	0
Infinite (%)	0.0%
Mean	28.01912313

Minimum	10
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	10
5-th percentile	12
Q1	22
median	28
Q3	33
95-th percentile	39.5
Maximum	100
Range	90
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	11.00698314
Coefficient of variation (CV)	0.3928382442
Kurtosis	16.56850982
Mean	28.01912313
Median Absolute Deviation (MAD)	5.5
Skewness	2.812296261
Sum	90109.5
Variance	121.1536777
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
30	155	0.8%
28	145	0.7%
32	130	0.7%
24	128	0.6%
29	128	0.6%
26	123	0.6%
31	121	0.6%
27	113	0.6%
34	111	0.6%
25	109	0.5%
Other values (81)	1953	9.8%
(Missing)	16784	83.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10	75	0.4%
10.5	13	0.1%
11	31	0.2%
11.5	8	< 0.1%
12	42	0.2%
12.5	9	< 0.1%
13	40	0.2%
13.5	10	0.1%
14	31	0.2%
14.5	11	0.1%

Value	Count	Frequency (%)
100	7	< 0.1%
99	4	< 0.1%
98	6	< 0.1%
97	9	< 0.1%
96	3	< 0.1%
95	1	< 0.1%
94	2	< 0.1%
93	2	< 0.1%
92	4	< 0.1%
86	1	< 0.1%

EtCO2-max
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	124
Distinct (%)	3.9%
Missing	16784
Missing (%)	83.9%
Infinite	0
Infinite (%)	0.0%
Mean	38.2994403

Minimum	10
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	10
5-th percentile	22
Q1	33
median	38
Q3	43
95-th percentile	52
Maximum	100
Range	90
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	11.25899176
Coefficient of variation (CV)	0.2939727493
Kurtosis	9.750683958
Mean	38.2994403
Median Absolute Deviation (MAD)	5
Skewness	1.980621967
Sum	123171
Variance	126.7648955
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
38	149	0.7%
41	147	0.7%
37	140	0.7%
36	139	0.7%
42	137	0.7%
40	135	0.7%
39	135	0.7%
35	130	0.7%
44	111	0.6%
34	106	0.5%
Other values (114)	1887	9.4%
(Missing)	16784	83.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10	4	< 0.1%
10.5	5	< 0.1%
11	7	< 0.1%
12	6	< 0.1%
12.5	1	< 0.1%
13	4	< 0.1%
13.5	3	< 0.1%
14	5	< 0.1%
14.5	3	< 0.1%
15	4	< 0.1%

Value	Count	Frequency (%)
100	10	0.1%
99	4	< 0.1%
98	10	0.1%
97	9	< 0.1%
96	3	< 0.1%
95	2	< 0.1%
94	2	< 0.1%
93	2	< 0.1%
92	4	< 0.1%
86	1	< 0.1%

EtCO2-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1928
Distinct (%)	60.0%
Missing	16784
Missing (%)	83.9%
Infinite	0
Infinite (%)	0.0%
Mean	33.09096109

Minimum	10
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	10
5-th percentile	17.8875
Q1	28.34903846
median	33.05
Q3	37.25
95-th percentile	43.25347222
Maximum	100
Range	90
Interquartile range (IQR)	8.900961538

Descriptive statistics

Standard deviation	10.19338005
Coefficient of variation (CV)	0.3080412207
Kurtosis	16.96107567
Mean	33.09096109
Median Absolute Deviation (MAD)	4.45
Skewness	2.739708572
Sum	106420.5309
Variance	103.9049968
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
35	28	0.1%
34	26	0.1%
40	23	0.1%
33	22	0.1%
36	21	0.1%
39	20	0.1%
32	19	0.1%
28	19	0.1%
37	19	0.1%
34.5	18	0.1%
Other values (1918)	3001	15.0%
(Missing)	16784	83.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10	4	< 0.1%
10.125	1	< 0.1%
10.5	5	< 0.1%
10.83333333	1	< 0.1%
11	6	< 0.1%
11.15	1	< 0.1%
11.25	1	< 0.1%
11.5	1	< 0.1%
11.75	1	< 0.1%
11.84615385	1	< 0.1%

Value	Count	Frequency (%)
100	7	< 0.1%
99	4	< 0.1%
98.5	1	< 0.1%
98	6	< 0.1%
97.5	1	< 0.1%
97.25	1	< 0.1%
97	7	< 0.1%
96	2	< 0.1%
95	1	< 0.1%
94	2	< 0.1%

EtCO2-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	173
Distinct (%)	5.4%
Missing	16784
Missing (%)	83.9%
Infinite	0
Infinite (%)	0.0%
Mean	33.04485386

Minimum	10
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	10
5-th percentile	17.5
Q1	28
median	33
Q3	37
95-th percentile	43.5
Maximum	100
Range	90
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	10.32476853
Coefficient of variation (CV)	0.3124470931
Kurtosis	16.13061293
Mean	33.04485386
Median Absolute Deviation (MAD)	4.5
Skewness	2.621801772
Sum	106272.25
Variance	106.6008452
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
35	137	0.7%
34	136	0.7%
33	136	0.7%
32	131	0.7%
30	124	0.6%
36	112	0.6%
29	109	0.5%
39	98	0.5%
28	96	0.5%
37	95	0.5%
Other values (163)	2042	10.2%
(Missing)	16784	83.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10	8	< 0.1%
10.5	6	< 0.1%
11	10	0.1%
11.25	4	< 0.1%
11.5	6	< 0.1%
12	15	0.1%
12.5	5	< 0.1%
13	10	0.1%
13.25	2	< 0.1%
13.5	6	< 0.1%

Value	Count	Frequency (%)
100	7	< 0.1%
99	4	< 0.1%
98.5	1	< 0.1%
98	6	< 0.1%
97.5	2	< 0.1%
97	7	< 0.1%
96	2	< 0.1%
95	1	< 0.1%
94	2	< 0.1%
93	2	< 0.1%

BaseExcess-min
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	206
Distinct (%)	36.9%
Missing	19442
Missing (%)	97.2%
Infinite	0
Infinite (%)	0.0%
Mean	-3.851164875

Minimum	-23.2
Maximum	9.1
Zeros	1
Zeros (%)	< 0.1%
Negative	467
Negative (%)	2.3%
Memory size	156.4 KiB

Quantile statistics

Minimum	-23.2
5-th percentile	-11.1
Q1	-5.975
median	-3.7
Q3	-1.3
95-th percentile	3.015
Maximum	9.1
Range	32.3
Interquartile range (IQR)	4.675

Descriptive statistics

Standard deviation	4.310255972
Coefficient of variation (CV)	-1.119208373
Kurtosis	1.622403723
Mean	-3.851164875
Median Absolute Deviation (MAD)	2.4
Skewness	-0.4472885894
Sum	-2148.95
Variance	18.57830654
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-4.4	11	0.1%
-3.9	10	0.1%
-4.5	9	< 0.1%
-3	8	< 0.1%
-1.7	8	< 0.1%
-2.6	8	< 0.1%
-2.5	8	< 0.1%
-3.7	8	< 0.1%
-2.4	8	< 0.1%
-2.8	8	< 0.1%
Other values (196)	472	2.4%
(Missing)	19442	97.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-23.2	1	< 0.1%
-21.2	1	< 0.1%
-18.25	1	< 0.1%
-17.4	1	< 0.1%
-16.6	1	< 0.1%
-16	1	< 0.1%
-15.8	1	< 0.1%
-15.1	1	< 0.1%
-15	1	< 0.1%
-14.8	1	< 0.1%

Value	Count	Frequency (%)
9.1	1	< 0.1%
9	1	< 0.1%
7.95	1	< 0.1%
7.6	2	< 0.1%
6.8	1	< 0.1%
6.3	1	< 0.1%
5.7	1	< 0.1%
5.5	1	< 0.1%
5.4	1	< 0.1%
5.1	1	< 0.1%

BaseExcess-max
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	189
Distinct (%)	33.9%
Missing	19442
Missing (%)	97.2%
Infinite	0
Infinite (%)	0.0%
Mean	-1.143996416

Minimum	-21.8
Maximum	14.2
Zeros	4
Zeros (%)	< 0.1%
Negative	333
Negative (%)	1.7%
Memory size	156.4 KiB

Quantile statistics

Minimum	-21.8
5-th percentile	-8.0225
Q1	-3.4
median	-0.9
Q3	1.4
95-th percentile	5.4
Maximum	14.2
Range	36
Interquartile range (IQR)	4.8

Descriptive statistics

Standard deviation	4.214126748
Coefficient of variation (CV)	-3.683688769
Kurtosis	2.166493674
Mean	-1.143996416
Median Absolute Deviation (MAD)	2.4
Skewness	-0.4150854249
Sum	-638.35
Variance	17.75886425
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5	13	0.1%
-1.1	10	0.1%
-3.4	9	< 0.1%
-0.5	9	< 0.1%
-4.4	8	< 0.1%
1.5	8	< 0.1%
1.4	8	< 0.1%
-1.3	8	< 0.1%
-0.9	8	< 0.1%
-0.6	7	< 0.1%
Other values (179)	470	2.4%
(Missing)	19442	97.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-21.8	1	< 0.1%
-18.25	1	< 0.1%
-15.65	1	< 0.1%
-15.1	1	< 0.1%
-14.35	1	< 0.1%
-13.85	1	< 0.1%
-12.6	1	< 0.1%
-11.8	1	< 0.1%
-11.4	1	< 0.1%
-11.3	2	< 0.1%

Value	Count	Frequency (%)
14.2	1	< 0.1%
13.3	1	< 0.1%
11.1	1	< 0.1%
10.2	1	< 0.1%
9.1	1	< 0.1%
9	1	< 0.1%
8.5	1	< 0.1%
8.4	1	< 0.1%
7.9	1	< 0.1%
7.6	3	< 0.1%

BaseExcess-mean
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	392
Distinct (%)	70.3%
Missing	19442
Missing (%)	97.2%
Infinite	0
Infinite (%)	0.0%
Mean	-2.529682715

Minimum	-22.36666667
Maximum	9.1
Zeros	2
Zeros (%)	< 0.1%
Negative	434
Negative (%)	2.2%
Memory size	156.4 KiB

Quantile statistics

Minimum	-22.36666667
5-th percentile	-9.23
Q1	-4.6
median	-2.4
Q3	-0.38125
95-th percentile	3.6778125
Maximum	9.1
Range	31.46666667
Interquartile range (IQR)	4.21875

Descriptive statistics

Standard deviation	3.85935829
Coefficient of variation (CV)	-1.525629387
Kurtosis	2.348435347
Mean	-2.529682715
Median Absolute Deviation (MAD)	2.1
Skewness	-0.4961503107
Sum	-1411.562955
Variance	14.89464641
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1.7	8	< 0.1%
-1.3	7	< 0.1%
-3.9	7	< 0.1%
1.2	6	< 0.1%
-4.6	6	< 0.1%
-0.9	5	< 0.1%
-3.3	5	< 0.1%
-3.7	5	< 0.1%
-4.4	5	< 0.1%
-3.4	5	< 0.1%
Other values (382)	499	2.5%
(Missing)	19442	97.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-22.36666667	1	< 0.1%
-18.25	1	< 0.1%
-16.18333333	1	< 0.1%
-15.1	1	< 0.1%
-15.075	1	< 0.1%
-14.025	1	< 0.1%
-14.02	1	< 0.1%
-13.05	1	< 0.1%
-12	1	< 0.1%
-11.8	1	< 0.1%

Value	Count	Frequency (%)
9.1	1	< 0.1%
9	1	< 0.1%
8.175	1	< 0.1%
7.642857143	1	< 0.1%
7.6	2	< 0.1%
7.1	1	< 0.1%
6.3	1	< 0.1%
6.1	1	< 0.1%
5.9	2	< 0.1%
5.85	1	< 0.1%

BaseExcess-median
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	272
Distinct (%)	48.7%
Missing	19442
Missing (%)	97.2%
Infinite	0
Infinite (%)	0.0%
Mean	-2.538620072

Minimum	-22.1
Maximum	9.1
Zeros	6
Zeros (%)	< 0.1%
Negative	429
Negative (%)	2.1%
Memory size	156.4 KiB

Quantile statistics

Minimum	-22.1
5-th percentile	-9.26875
Q1	-4.6
median	-2.4
Q3	-0.375
95-th percentile	3.88
Maximum	9.1
Range	31.2
Interquartile range (IQR)	4.225

Descriptive statistics

Standard deviation	3.886708635
Coefficient of variation (CV)	-1.531032028
Kurtosis	2.211538927
Mean	-2.538620072
Median Absolute Deviation (MAD)	2.1
Skewness	-0.4712354538
Sum	-1416.55
Variance	15.10650402
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1.7	11	0.1%
-2.8	9	< 0.1%
-3.9	8	< 0.1%
-1.3	8	< 0.1%
-3	7	< 0.1%
-3.2	7	< 0.1%
-3.4	7	< 0.1%
0	6	< 0.1%
-3.7	6	< 0.1%
-0.9	6	< 0.1%
Other values (262)	483	2.4%
(Missing)	19442	97.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-22.1	1	< 0.1%
-18.25	1	< 0.1%
-16.3	1	< 0.1%
-15.1	1	< 0.1%
-15.075	1	< 0.1%
-14.05	1	< 0.1%
-14.025	1	< 0.1%
-13.05	1	< 0.1%
-12.2	1	< 0.1%
-11.8	1	< 0.1%

Value	Count	Frequency (%)
9.1	1	< 0.1%
9	1	< 0.1%
8.5	1	< 0.1%
8.175	1	< 0.1%
7.6	2	< 0.1%
7.1	1	< 0.1%
6.3	1	< 0.1%
6.1	1	< 0.1%
5.9	1	< 0.1%
5.85	1	< 0.1%

HCO3-min
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	166
Distinct (%)	39.9%
Missing	19584
Missing (%)	97.9%
Infinite	0
Infinite (%)	0.0%
Mean	22.18509615

Minimum	7.7
Maximum	32.4
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	7.7
5-th percentile	16.9
Q1	20.4
median	22.2
Q3	24.2125
95-th percentile	27.9
Maximum	32.4
Range	24.7
Interquartile range (IQR)	3.8125

Descriptive statistics

Standard deviation	3.499780577
Coefficient of variation (CV)	0.1577536808
Kurtosis	1.392533606
Mean	22.18509615
Median Absolute Deviation (MAD)	2
Skewness	-0.2309924944
Sum	9229
Variance	12.24846409
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20.4	10	0.1%
22	9	< 0.1%
22.6	9	< 0.1%
24.8	9	< 0.1%
21.5	9	< 0.1%
23.5	8	< 0.1%
23.2	8	< 0.1%
21.3	8	< 0.1%
22.3	7	< 0.1%
20.7	7	< 0.1%
Other values (156)	332	1.7%
(Missing)	19584	97.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7.7	1	< 0.1%
8.4	1	< 0.1%
12.45	1	< 0.1%
12.6	1	< 0.1%
13.1	1	< 0.1%
13.3	1	< 0.1%
13.6	1	< 0.1%
13.9	2	< 0.1%
14.1	2	< 0.1%
14.2	1	< 0.1%

Value	Count	Frequency (%)
32.4	1	< 0.1%
32	2	< 0.1%
31.9	1	< 0.1%
30.9	1	< 0.1%
30.6	1	< 0.1%
30.1	1	< 0.1%
29.5	2	< 0.1%
29.4	2	< 0.1%
29.2	1	< 0.1%
29.1	2	< 0.1%

HCO3-max
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	145
Distinct (%)	34.9%
Missing	19584
Missing (%)	97.9%
Infinite	0
Infinite (%)	0.0%
Mean	24.56983173

Minimum	7.7
Maximum	36.4
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	7.7
5-th percentile	18.9
Q1	22.6
median	24.85
Q3	26.4125
95-th percentile	29.75
Maximum	36.4
Range	28.7
Interquartile range (IQR)	3.8125

Descriptive statistics

Standard deviation	3.360838926
Coefficient of variation (CV)	0.1367872179
Kurtosis	2.24279663
Mean	24.56983173
Median Absolute Deviation (MAD)	1.875
Skewness	-0.3018458229
Sum	10221.05
Variance	11.29523828
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
25.3	13	0.1%
23.5	11	0.1%
24.5	10	0.1%
23.2	9	< 0.1%
25.9	9	< 0.1%
26.1	9	< 0.1%
26	9	< 0.1%
25	7	< 0.1%
24.6	7	< 0.1%
26.5	7	< 0.1%
Other values (135)	325	1.6%
(Missing)	19584	97.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7.7	1	< 0.1%
13.1	1	< 0.1%
13.7	1	< 0.1%
15	1	< 0.1%
16.5	1	< 0.1%
16.8	1	< 0.1%
17	2	< 0.1%
17.3	1	< 0.1%
17.4	1	< 0.1%
17.5	1	< 0.1%

Value	Count	Frequency (%)
36.4	1	< 0.1%
36	1	< 0.1%
35.3	1	< 0.1%
33.7	1	< 0.1%
32.9	1	< 0.1%
32.4	1	< 0.1%
32	2	< 0.1%
31.6	1	< 0.1%
31.1	1	< 0.1%
30.9	1	< 0.1%

HCO3-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	310
Distinct (%)	74.5%
Missing	19584
Missing (%)	97.9%
Infinite	0
Infinite (%)	0.0%
Mean	23.34547262

Minimum	7.7
Maximum	33.05714286
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	7.7
5-th percentile	18.39375
Q1	21.7
median	23.403125
Q3	25.0125
95-th percentile	28.8
Maximum	33.05714286
Range	25.35714286
Interquartile range (IQR)	3.3125

Descriptive statistics

Standard deviation	3.07572166
Coefficient of variation (CV)	0.1317480999
Kurtosis	2.223522011
Mean	23.34547262
Median Absolute Deviation (MAD)	1.671875
Skewness	-0.2459323095
Sum	9711.71661
Variance	9.460063729
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
23.5	6	< 0.1%
21.5	6	< 0.1%
23.9	5	< 0.1%
23.2	5	< 0.1%
28.8	4	< 0.1%
22.6	4	< 0.1%
21.3	4	< 0.1%
22	4	< 0.1%
21.7	4	< 0.1%
22.2	4	< 0.1%
Other values (300)	370	1.8%
(Missing)	19584	97.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7.7	1	< 0.1%
13.1	1	< 0.1%
13.15	1	< 0.1%
14.6	1	< 0.1%
15.46666667	1	< 0.1%
16.2	1	< 0.1%
16.36666667	1	< 0.1%
16.43	1	< 0.1%
16.8	1	< 0.1%
17	1	< 0.1%

Value	Count	Frequency (%)
33.05714286	1	< 0.1%
32.8	1	< 0.1%
32.4	1	< 0.1%
32	2	< 0.1%
30.9	1	< 0.1%
30.6	1	< 0.1%
30.1	1	< 0.1%
29.7	1	< 0.1%
29.5	2	< 0.1%
29.45	1	< 0.1%

HCO3-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	217
Distinct (%)	52.2%
Missing	19584
Missing (%)	97.9%
Infinite	0
Infinite (%)	0.0%
Mean	23.33960337

Minimum	7.7
Maximum	34
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	7.7
5-th percentile	18.5
Q1	21.6
median	23.475
Q3	25.1
95-th percentile	28.525
Maximum	34
Range	26.3
Interquartile range (IQR)	3.5

Descriptive statistics

Standard deviation	3.099274851
Coefficient of variation (CV)	0.1327903822
Kurtosis	2.193542379
Mean	23.33960337
Median Absolute Deviation (MAD)	1.725
Skewness	-0.2167493007
Sum	9709.275
Variance	9.605504601
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
23.5	9	< 0.1%
22.6	7	< 0.1%
21.5	6	< 0.1%
23.8	6	< 0.1%
23.7	6	< 0.1%
25.3	6	< 0.1%
25.1	5	< 0.1%
24.2	5	< 0.1%
23.2	5	< 0.1%
23.9	5	< 0.1%
Other values (207)	356	1.8%
(Missing)	19584	97.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7.7	1	< 0.1%
13.1	1	< 0.1%
13.15	1	< 0.1%
14.6	1	< 0.1%
15.3	1	< 0.1%
16.05	1	< 0.1%
16.3	1	< 0.1%
16.4	1	< 0.1%
16.8	1	< 0.1%
17	2	< 0.1%

Value	Count	Frequency (%)
34	1	< 0.1%
32.8	1	< 0.1%
32.4	1	< 0.1%
32	2	< 0.1%
30.9	1	< 0.1%
30.6	1	< 0.1%
30.1	1	< 0.1%
29.7	1	< 0.1%
29.5	2	< 0.1%
29.45	1	< 0.1%

FiO2-min
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
MISSING
SKEWED

Distinct	67
Distinct (%)	1.2%
Missing	14178
Missing (%)	70.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.4056853315

Minimum	-50
Maximum	2
Zeros	0
Zeros (%)	0.0%
Negative	2
Negative (%)	< 0.1%
Memory size	156.4 KiB

Quantile statistics

Minimum	-50
5-th percentile	0.21
Q1	0.3
median	0.4
Q3	0.45
95-th percentile	1
Maximum	2
Range	52
Interquartile range (IQR)	0.15

Descriptive statistics

Standard deviation	0.9536206482
Coefficient of variation (CV)	2.350641185
Kurtosis	2681.712423
Mean	0.4056853315
Median Absolute Deviation (MAD)	0.1
Skewness	-50.73903075
Sum	2361.9
Variance	0.9093923408
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.4	2241	11.2%
0.21	719	3.6%
0.5	693	3.5%
0.3	378	1.9%
1	328	1.6%
0.28	294	1.5%
0.35	202	1.0%
0.32	156	0.8%
0.6	145	0.7%
0.36	119	0.6%
Other values (57)	547	2.7%
(Missing)	14178	70.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-50	2	< 0.1%
0.01	1	< 0.1%
0.02	3	< 0.1%
0.03	1	< 0.1%
0.04	9	< 0.1%
0.05	9	< 0.1%
0.06	13	0.1%
0.08	1	< 0.1%
0.1	1	< 0.1%
0.13	1	< 0.1%

Value	Count	Frequency (%)
2	4	< 0.1%
1.2	1	< 0.1%
1	328	1.6%
0.98	1	< 0.1%
0.95	3	< 0.1%
0.92	1	< 0.1%
0.9	10	0.1%
0.85	4	< 0.1%
0.84	1	< 0.1%
0.82	1	< 0.1%

FiO2-max
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
SKEWED

Distinct	68
Distinct (%)	1.2%
Missing	14178
Missing (%)	70.9%
Infinite	0
Infinite (%)	0.0%
Mean	1.261176572

Minimum	0.04
Maximum	4000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.04
5-th percentile	0.21
Q1	0.4
median	0.5
Q3	0.8
95-th percentile	1
Maximum	4000
Range	3999.96
Interquartile range (IQR)	0.4

Descriptive statistics

Standard deviation	52.41651778
Coefficient of variation (CV)	41.56160125
Kurtosis	5821.644562
Mean	1.261176572
Median Absolute Deviation (MAD)	0.2
Skewness	76.2985385
Sum	7342.57
Variance	2747.491336
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1330	6.7%
0.4	1168	5.8%
0.5	915	4.6%
0.21	585	2.9%
0.7	329	1.6%
0.6	286	1.4%
0.28	230	1.1%
0.3	162	0.8%
0.8	150	0.8%
0.35	116	0.6%
Other values (58)	551	2.8%
(Missing)	14178	70.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.04	2	< 0.1%
0.05	4	< 0.1%
0.06	4	< 0.1%
0.21	585	2.9%
0.24	13	0.1%
0.25	8	< 0.1%
0.26	2	< 0.1%
0.27	1	< 0.1%
0.28	230	1.1%
0.29	1	< 0.1%

Value	Count	Frequency (%)
4000	1	< 0.1%
5.05	1	< 0.1%
2	14	0.1%
1.7	1	< 0.1%
1.4	1	< 0.1%
1.3	1	< 0.1%
1.2	3	< 0.1%
1	1330	6.7%
0.98	1	< 0.1%
0.97	1	< 0.1%

FiO2-mean
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
SKEWED

Distinct	620
Distinct (%)	10.6%
Missing	14178
Missing (%)	70.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.6540048137

Minimum	-16
Maximum	1000.3
Zeros	0
Zeros (%)	0.0%
Negative	2
Negative (%)	< 0.1%
Memory size	156.4 KiB

Quantile statistics

Minimum	-16
5-th percentile	0.21
Q1	0.36
median	0.44
Q3	0.5891865079
95-th percentile	1
Maximum	1000.3
Range	1016.3
Interquartile range (IQR)	0.2291865079

Descriptive statistics

Standard deviation	13.10707758
Coefficient of variation (CV)	20.04125551
Kurtosis	5815.504986
Mean	0.6540048137
Median Absolute Deviation (MAD)	0.105
Skewness	76.23783285
Sum	3807.616025
Variance	171.7954826
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.4	948	4.7%
0.21	560	2.8%
0.5	536	2.7%
1	326	1.6%
0.7	211	1.1%
0.45	205	1.0%
0.6	203	1.0%
0.28	193	1.0%
0.3	151	0.8%
0.35	108	0.5%
Other values (610)	2381	11.9%
(Missing)	14178	70.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-16	1	< 0.1%
-5.6375	1	< 0.1%
0.04	2	< 0.1%
0.05	4	< 0.1%
0.06	4	< 0.1%
0.115	1	< 0.1%
0.16	1	< 0.1%
0.21	560	2.8%
0.21	25	0.1%
0.2130434783	1	< 0.1%

Value	Count	Frequency (%)
1000.3	1	< 0.1%
2	4	< 0.1%
1.6	1	< 0.1%
1.5	2	< 0.1%
1.266666667	1	< 0.1%
1.214285714	1	< 0.1%
1.2	1	< 0.1%
1.166666667	2	< 0.1%
1	326	1.6%
0.99	1	< 0.1%

FiO2-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	123
Distinct (%)	2.1%
Missing	14178
Missing (%)	70.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.4753126074

Minimum	0.04
Maximum	2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.04
5-th percentile	0.21
Q1	0.36
median	0.4
Q3	0.5
95-th percentile	1
Maximum	2
Range	1.96
Interquartile range (IQR)	0.14

Descriptive statistics

Standard deviation	0.2105588808
Coefficient of variation (CV)	0.4429903131
Kurtosis	2.727652453
Mean	0.4753126074
Median Absolute Deviation (MAD)	0.1
Skewness	1.362236754
Sum	2767.27
Variance	0.04433504227
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.4	1596	8.0%
0.5	824	4.1%
0.21	608	3.0%
1	402	2.0%
0.7	284	1.4%
0.45	261	1.3%
0.6	240	1.2%
0.28	223	1.1%
0.3	220	1.1%
0.35	141	0.7%
Other values (113)	1023	5.1%
(Missing)	14178	70.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.04	2	< 0.1%
0.05	5	< 0.1%
0.06	5	< 0.1%
0.115	1	< 0.1%
0.21	608	3.0%
0.21	1	< 0.1%
0.24	14	0.1%
0.245	17	0.1%
0.25	11	0.1%
0.26	6	< 0.1%

Value	Count	Frequency (%)
2	4	< 0.1%
1.6	1	< 0.1%
1.5	2	< 0.1%
1.2	1	< 0.1%
1	402	2.0%
0.98	1	< 0.1%
0.96	1	< 0.1%
0.95	7	< 0.1%
0.93	2	< 0.1%
0.92	2	< 0.1%

pH-min
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	81
Distinct (%)	1.4%
Missing	14246
Missing (%)	71.2%
Infinite	0
Infinite (%)	0.0%
Mean	7.346866528

Minimum	6.71
Maximum	7.61
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	6.71
5-th percentile	7.2
Q1	7.3
median	7.36
Q3	7.4
95-th percentile	7.48
Maximum	7.61
Range	0.9
Interquartile range (IQR)	0.1

Descriptive statistics

Standard deviation	0.0906618608
Coefficient of variation (CV)	0.01234020796
Kurtosis	4.147079166
Mean	7.346866528
Median Absolute Deviation (MAD)	0.05
Skewness	-1.128063207
Sum	42273.87
Variance	0.008219573004
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.38	350	1.8%
7.36	343	1.7%
7.34	321	1.6%
7.32	304	1.5%
7.35	277	1.4%
7.37	277	1.4%
7.4	276	1.4%
7.39	256	1.3%
7.42	242	1.2%
7.33	238	1.2%
Other values (71)	2870	14.3%
(Missing)	14246	71.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6.71	1	< 0.1%
6.72	1	< 0.1%
6.73	1	< 0.1%
6.78	1	< 0.1%
6.81	2	< 0.1%
6.82	1	< 0.1%
6.84	2	< 0.1%
6.85	1	< 0.1%
6.87	2	< 0.1%
6.88	2	< 0.1%

Value	Count	Frequency (%)
7.61	2	< 0.1%
7.6	4	< 0.1%
7.59	3	< 0.1%
7.58	3	< 0.1%
7.57	4	< 0.1%
7.56	9	< 0.1%
7.55	6	< 0.1%
7.54	20	0.1%
7.53	12	0.1%
7.52	25	0.1%

pH-max
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	63
Distinct (%)	1.1%
Missing	14246
Missing (%)	71.2%
Infinite	0
Infinite (%)	0.0%
Mean	7.407309698

Minimum	6.81
Maximum	7.71
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	6.81
5-th percentile	7.3
Q1	7.36
median	7.41
Q3	7.45
95-th percentile	7.52
Maximum	7.71
Range	0.9
Interquartile range (IQR)	0.09

Descriptive statistics

Standard deviation	0.07246876263
Coefficient of variation (CV)	0.009783412006
Kurtosis	2.21484331
Mean	7.407309698
Median Absolute Deviation (MAD)	0.05
Skewness	-0.2612562861
Sum	42621.66
Variance	0.005251721557
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.42	371	1.9%
7.38	368	1.8%
7.4	364	1.8%
7.39	316	1.6%
7.36	309	1.5%
7.44	300	1.5%
7.41	293	1.5%
7.46	275	1.4%
7.37	269	1.3%
7.45	266	1.3%
Other values (53)	2623	13.1%
(Missing)	14246	71.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6.81	1	< 0.1%
6.85	1	< 0.1%
7.05	1	< 0.1%
7.06	1	< 0.1%
7.07	1	< 0.1%
7.09	1	< 0.1%
7.1	1	< 0.1%
7.11	1	< 0.1%
7.12	4	< 0.1%
7.14	2	< 0.1%

Value	Count	Frequency (%)
7.71	1	< 0.1%
7.69	1	< 0.1%
7.68	1	< 0.1%
7.64	2	< 0.1%
7.63	4	< 0.1%
7.62	6	< 0.1%
7.61	12	0.1%
7.6	12	0.1%
7.59	20	0.1%
7.58	22	0.1%

pH-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	761
Distinct (%)	13.2%
Missing	14246
Missing (%)	71.2%
Infinite	0
Infinite (%)	0.0%
Mean	7.378449701

Minimum	6.78
Maximum	7.615
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	6.78
5-th percentile	7.27
Q1	7.34
median	7.38
Q3	7.42
95-th percentile	7.485
Maximum	7.615
Range	0.835
Interquartile range (IQR)	0.08

Descriptive statistics

Standard deviation	0.06838952578
Coefficient of variation (CV)	0.009268820491
Kurtosis	3.555423499
Mean	7.378449701
Median Absolute Deviation (MAD)	0.04
Skewness	-0.6345560451
Sum	42455.59958
Variance	0.004677127236
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.38	261	1.3%
7.4	205	1.0%
7.37	199	1.0%
7.41	196	1.0%
7.42	194	1.0%
7.36	191	1.0%
7.34	184	0.9%
7.35	180	0.9%
7.39	163	0.8%
7.32	156	0.8%
Other values (751)	3825	19.1%
(Missing)	14246	71.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6.78	1	< 0.1%
6.81	1	< 0.1%
6.986666667	1	< 0.1%
7.003333333	1	< 0.1%
7.026666667	1	< 0.1%
7.034375	1	< 0.1%
7.046666667	1	< 0.1%
7.05875	1	< 0.1%
7.06	1	< 0.1%
7.06875	1	< 0.1%

Value	Count	Frequency (%)
7.615	1	< 0.1%
7.61	1	< 0.1%
7.6	4	< 0.1%
7.59	3	< 0.1%
7.585	2	< 0.1%
7.583333333	1	< 0.1%
7.58	3	< 0.1%
7.575	1	< 0.1%
7.574	1	< 0.1%
7.57	3	< 0.1%

pH-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	135
Distinct (%)	2.3%
Missing	14246
Missing (%)	71.2%
Infinite	0
Infinite (%)	0.0%
Mean	7.379348279

Minimum	6.78
Maximum	7.615
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	6.78
5-th percentile	7.27
Q1	7.34
median	7.38
Q3	7.42
95-th percentile	7.49
Maximum	7.615
Range	0.835
Interquartile range (IQR)	0.08

Descriptive statistics

Standard deviation	0.06923347547
Coefficient of variation (CV)	0.009382058259
Kurtosis	3.550569169
Mean	7.379348279
Median Absolute Deviation (MAD)	0.04
Skewness	-0.6617156254
Sum	42460.77
Variance	0.004793274126
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.38	342	1.7%
7.4	321	1.6%
7.36	289	1.4%
7.37	273	1.4%
7.42	268	1.3%
7.35	261	1.3%
7.41	254	1.3%
7.39	253	1.3%
7.34	250	1.2%
7.32	217	1.1%
Other values (125)	3026	15.1%
(Missing)	14246	71.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6.78	1	< 0.1%
6.81	1	< 0.1%
6.94	1	< 0.1%
6.98	1	< 0.1%
7.01	1	< 0.1%
7.02	1	< 0.1%
7.025	1	< 0.1%
7.055	1	< 0.1%
7.06	1	< 0.1%
7.065	1	< 0.1%

Value	Count	Frequency (%)
7.615	1	< 0.1%
7.61	1	< 0.1%
7.6	4	< 0.1%
7.595	1	< 0.1%
7.59	3	< 0.1%
7.585	1	< 0.1%
7.58	4	< 0.1%
7.575	1	< 0.1%
7.57	6	< 0.1%
7.56	9	< 0.1%

PaCO2-min
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	372
Distinct (%)	6.4%
Missing	14221
Missing (%)	71.1%
Infinite	0
Infinite (%)	0.0%
Mean	37.65852224

Minimum	12
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	12
5-th percentile	26
Q1	32
median	36.5
Q3	41.3
95-th percentile	54
Maximum	100
Range	88
Interquartile range (IQR)	9.3

Descriptive statistics

Standard deviation	9.419204372
Coefficient of variation (CV)	0.2501214549
Kurtosis	5.640452899
Mean	37.65852224
Median Absolute Deviation (MAD)	4.5
Skewness	1.638943563
Sum	217628.6
Variance	88.721411
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
34	273	1.4%
36	266	1.3%
38	245	1.2%
35	238	1.2%
32	235	1.2%
37	227	1.1%
40	205	1.0%
33	197	1.0%
39	189	0.9%
31	181	0.9%
Other values (362)	3523	17.6%
(Missing)	14221	71.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12	1	< 0.1%
13	1	< 0.1%
15	7	< 0.1%
15.3	1	< 0.1%
16	5	< 0.1%
16.2	1	< 0.1%
16.4	2	< 0.1%
16.7	1	< 0.1%
17	11	0.1%
18	9	< 0.1%

Value	Count	Frequency (%)
100	1	< 0.1%
95	1	< 0.1%
93.4	1	< 0.1%
93	1	< 0.1%
91	1	< 0.1%
89	2	< 0.1%
88.1	1	< 0.1%
88	1	< 0.1%
87	3	< 0.1%
86	1	< 0.1%

PaCO2-max
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	423
Distinct (%)	7.3%
Missing	14221
Missing (%)	71.1%
Infinite	0
Infinite (%)	0.0%
Mean	43.41301263

Minimum	12
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	12
5-th percentile	29.5
Q1	36.8
median	41.6
Q3	47
95-th percentile	66.2
Maximum	100
Range	88
Interquartile range (IQR)	10.2

Descriptive statistics

Standard deviation	11.53500494
Coefficient of variation (CV)	0.2657038579
Kurtosis	4.826518059
Mean	43.41301263
Median Absolute Deviation (MAD)	5.4
Skewness	1.741863092
Sum	250883.8
Variance	133.0563389
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
40	256	1.3%
42	252	1.3%
38	227	1.1%
36	212	1.1%
44	204	1.0%
39	189	0.9%
41	186	0.9%
43	186	0.9%
34	177	0.9%
46	176	0.9%
Other values (413)	3714	18.6%
(Missing)	14221	71.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12	1	< 0.1%
15	3	< 0.1%
15.3	1	< 0.1%
16	2	< 0.1%
16.7	1	< 0.1%
17	3	< 0.1%
18	4	< 0.1%
18.8	1	< 0.1%
19	3	< 0.1%
19.2	1	< 0.1%

Value	Count	Frequency (%)
100	6	< 0.1%
99	4	< 0.1%
98	6	< 0.1%
97	5	< 0.1%
96	2	< 0.1%
95	2	< 0.1%
94	4	< 0.1%
93.4	1	< 0.1%
93	4	< 0.1%
92.5	1	< 0.1%

PaCO2-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1324
Distinct (%)	22.9%
Missing	14221
Missing (%)	71.1%
Infinite	0
Infinite (%)	0.0%
Mean	40.36314483

Minimum	12
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	12
5-th percentile	28.5
Q1	35
median	39
Q3	43.56666667
95-th percentile	57
Maximum	100
Range	88
Interquartile range (IQR)	8.566666667

Descriptive statistics

Standard deviation	9.502627724
Coefficient of variation (CV)	0.2354283286
Kurtosis	6.261454088
Mean	40.36314483
Median Absolute Deviation (MAD)	4
Skewness	1.836396002
Sum	233258.6139
Variance	90.29993367
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
38	173	0.9%
36	155	0.8%
35	150	0.8%
37	150	0.8%
40	150	0.8%
34	146	0.7%
41	137	0.7%
42	135	0.7%
39	124	0.6%
44	119	0.6%
Other values (1314)	4340	21.7%
(Missing)	14221	71.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12	1	< 0.1%
15	3	< 0.1%
15.3	1	< 0.1%
15.5	1	< 0.1%
16	2	< 0.1%
16.7	1	< 0.1%
17	3	< 0.1%
18	4	< 0.1%
18.8	1	< 0.1%
19	4	< 0.1%

Value	Count	Frequency (%)
100	1	< 0.1%
95.75	1	< 0.1%
95	1	< 0.1%
94.66666667	1	< 0.1%
93.4	1	< 0.1%
92.5	2	< 0.1%
92	1	< 0.1%
89.66666667	1	< 0.1%
89.2	1	< 0.1%
88.1	1	< 0.1%

PaCO2-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	580
Distinct (%)	10.0%
Missing	14221
Missing (%)	71.1%
Infinite	0
Infinite (%)	0.0%
Mean	40.24149074

Minimum	12
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	12
5-th percentile	28.3
Q1	35
median	39
Q3	43.5
95-th percentile	57
Maximum	100
Range	88
Interquartile range (IQR)	8.5

Descriptive statistics

Standard deviation	9.553163238
Coefficient of variation (CV)	0.2373958584
Kurtosis	6.580025868
Mean	40.24149074
Median Absolute Deviation (MAD)	4
Skewness	1.881281469
Sum	232555.575
Variance	91.26292786
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
38	252	1.3%
36	224	1.1%
40	221	1.1%
37	209	1.0%
35	203	1.0%
34	201	1.0%
39	189	0.9%
42	189	0.9%
41	176	0.9%
44	147	0.7%
Other values (570)	3768	18.8%
(Missing)	14221	71.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12	1	< 0.1%
15	3	< 0.1%
15.3	1	< 0.1%
15.5	1	< 0.1%
16	3	< 0.1%
16.7	1	< 0.1%
17	4	< 0.1%
18	4	< 0.1%
18.8	1	< 0.1%
19	5	< 0.1%

Value	Count	Frequency (%)
100	1	< 0.1%
98	2	< 0.1%
95	1	< 0.1%
94	1	< 0.1%
93.4	1	< 0.1%
92.5	2	< 0.1%
92	1	< 0.1%
90	2	< 0.1%
89.15	1	< 0.1%
89	1	< 0.1%

SaO2-min
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	298
Distinct (%)	5.8%
Missing	14875
Missing (%)	74.4%
Infinite	0
Infinite (%)	0.0%
Mean	95.48681951

Minimum	23
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	23
5-th percentile	88
Q1	94.4
median	96.7
Q3	98.3
95-th percentile	99.4
Maximum	100
Range	77
Interquartile range (IQR)	3.9

Descriptive statistics

Standard deviation	4.919157181
Coefficient of variation (CV)	0.05151660937
Kurtosis	36.07666916
Mean	95.48681951
Median Absolute Deviation (MAD)	1.8
Skewness	-4.524774396
Sum	489369.95
Variance	24.19810737
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
98.8	120	0.6%
99	113	0.6%
98.6	102	0.5%
98.7	98	0.5%
98.2	98	0.5%
97	95	0.5%
99.2	94	0.5%
97.6	92	0.5%
98.4	92	0.5%
97.8	88	0.4%
Other values (288)	4133	20.7%
(Missing)	14875	74.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
23	1	< 0.1%
29.1	1	< 0.1%
36.6	1	< 0.1%
45.2	1	< 0.1%
50.3	1	< 0.1%
52.5	1	< 0.1%
54.7	1	< 0.1%
56.6	1	< 0.1%
58.2	1	< 0.1%
58.3	1	< 0.1%

Value	Count	Frequency (%)
100	1	< 0.1%
99.9	30	0.1%
99.8	38	0.2%
99.7	48	0.2%
99.6	54	0.3%
99.55	2	< 0.1%
99.5	64	0.3%
99.45	2	< 0.1%
99.4	71	0.4%
99.3	58	0.3%

SaO2-max
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	187
Distinct (%)	3.6%
Missing	14875
Missing (%)	74.4%
Infinite	0
Infinite (%)	0.0%
Mean	97.51632195

Minimum	50.3
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	50.3
5-th percentile	93.1
Q1	96.8
median	98.3
Q3	99.2
95-th percentile	99.7
Maximum	100
Range	49.7
Interquartile range (IQR)	2.4

Descriptive statistics

Standard deviation	2.842030854
Coefficient of variation (CV)	0.02914415554
Kurtosis	54.10734636
Mean	97.51632195
Median Absolute Deviation (MAD)	1
Skewness	-5.276013539
Sum	499771.15
Variance	8.077139377
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
99.4	203	1.0%
99.2	196	1.0%
99.5	185	0.9%
99.6	180	0.9%
99	174	0.9%
98.8	165	0.8%
98.9	161	0.8%
99.7	160	0.8%
98.6	156	0.8%
99.3	155	0.8%
Other values (177)	3390	17.0%
(Missing)	14875	74.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
50.3	1	< 0.1%
52.5	1	< 0.1%
58.8	1	< 0.1%
65.1	1	< 0.1%
65.6	1	< 0.1%
68	1	< 0.1%
68.2	1	< 0.1%
70.8	1	< 0.1%
72.6	1	< 0.1%
73.3	1	< 0.1%

Value	Count	Frequency (%)
100	7	< 0.1%
99.9	72	0.4%
99.85	1	< 0.1%
99.8	132	0.7%
99.75	3	< 0.1%
99.7	160	0.8%
99.6	180	0.9%
99.55	2	< 0.1%
99.5	185	0.9%
99.45	1	< 0.1%

SaO2-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1153
Distinct (%)	22.5%
Missing	14875
Missing (%)	74.4%
Infinite	0
Infinite (%)	0.0%
Mean	96.68643136

Minimum	50.3
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	50.3
5-th percentile	91.9
Q1	95.8
median	97.4
Q3	98.6
95-th percentile	99.5
Maximum	100
Range	49.7
Interquartile range (IQR)	2.8

Descriptive statistics

Standard deviation	3.121416242
Coefficient of variation (CV)	0.03228391201
Kurtosis	38.47620369
Mean	96.68643136
Median Absolute Deviation (MAD)	1.3
Skewness	-4.428625065
Sum	495517.9607
Variance	9.743239358
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
99	88	0.4%
98.8	86	0.4%
99.2	80	0.4%
98.6	80	0.4%
98.2	73	0.4%
99.1	72	0.4%
98.7	72	0.4%
99.4	70	0.4%
97.8	69	0.3%
98.4	68	0.3%
Other values (1143)	4367	21.8%
(Missing)	14875	74.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
50.3	1	< 0.1%
52.5	1	< 0.1%
58.8	1	< 0.1%
65.1	1	< 0.1%
65.6	1	< 0.1%
66.1	1	< 0.1%
68	1	< 0.1%
68.2	1	< 0.1%
68.25	1	< 0.1%
69.46666667	1	< 0.1%

Value	Count	Frequency (%)
100	1	< 0.1%
99.9	30	0.1%
99.85	1	< 0.1%
99.83846154	1	< 0.1%
99.83333333	3	< 0.1%
99.8	2	< 0.1%
99.8	34	0.2%
99.775	1	< 0.1%
99.75	3	< 0.1%
99.73888889	1	< 0.1%

SaO2-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	377
Distinct (%)	7.4%
Missing	14875
Missing (%)	74.4%
Infinite	0
Infinite (%)	0.0%
Mean	96.81781463

Minimum	50.3
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	50.3
5-th percentile	92.1
Q1	95.95
median	97.55
Q3	98.7
95-th percentile	99.5
Maximum	100
Range	49.7
Interquartile range (IQR)	2.75

Descriptive statistics

Standard deviation	3.080118287
Coefficient of variation (CV)	0.03181354897
Kurtosis	40.31261174
Mean	96.81781463
Median Absolute Deviation (MAD)	1.25
Skewness	-4.542755846
Sum	496191.3
Variance	9.487128664
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
98.8	118	0.6%
99.2	109	0.5%
99	106	0.5%
98.6	105	0.5%
99.1	105	0.5%
98.9	104	0.5%
98.4	102	0.5%
98.5	101	0.5%
98.3	100	0.5%
98.7	97	0.5%
Other values (367)	4078	20.4%
(Missing)	14875	74.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
50.3	1	< 0.1%
52.5	1	< 0.1%
58.8	1	< 0.1%
65.1	1	< 0.1%
65.6	1	< 0.1%
66.1	1	< 0.1%
68	1	< 0.1%
68.2	1	< 0.1%
68.85	1	< 0.1%
71.2	1	< 0.1%

Value	Count	Frequency (%)
100	1	< 0.1%
99.9	31	0.2%
99.85	2	< 0.1%
99.8	2	< 0.1%
99.8	43	0.2%
99.75	4	< 0.1%
99.7	55	0.3%
99.7	3	< 0.1%
99.65	12	0.1%
99.625	2	< 0.1%

AST-min
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	542
Distinct (%)	6.4%
Missing	11536
Missing (%)	57.7%
Infinite	0
Infinite (%)	0.0%
Mean	74.53308129

Minimum	5
Maximum	8567
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	5
5-th percentile	12
Q1	18
median	27
Q3	48
95-th percentile	216.85
Maximum	8567
Range	8562
Interquartile range (IQR)	30

Descriptive statistics

Standard deviation	280.7648406
Coefficient of variation (CV)	3.766982871
Kurtosis	310.0415639
Mean	74.53308129
Median Absolute Deviation (MAD)	11
Skewness	15.09768056
Sum	630848
Variance	78828.89569
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
17	324	1.6%
20	307	1.5%
16	306	1.5%
19	306	1.5%
18	304	1.5%
21	293	1.5%
15	270	1.4%
22	267	1.3%
14	259	1.3%
24	251	1.3%
Other values (532)	5577	27.9%
(Missing)	11536	57.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5	9	< 0.1%
6	8	< 0.1%
7	9	< 0.1%
8	25	0.1%
9	43	0.2%
10	80	0.4%
11	126	0.6%
12	175	0.9%
13	187	0.9%
14	259	1.3%

Value	Count	Frequency (%)
8567	1	< 0.1%
7906	1	< 0.1%
6560	1	< 0.1%
5694	1	< 0.1%
5155	1	< 0.1%
5012	1	< 0.1%
4897	1	< 0.1%
4506	1	< 0.1%
4433	1	< 0.1%
4340	1	< 0.1%

AST-max
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	717
Distinct (%)	8.5%
Missing	11536
Missing (%)	57.7%
Infinite	0
Infinite (%)	0.0%
Mean	137.2675449

Minimum	5
Maximum	9961
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	5
5-th percentile	13
Q1	20
median	29
Q3	56
95-th percentile	364.85
Maximum	9961
Range	9956
Interquartile range (IQR)	36

Descriptive statistics

Standard deviation	621.3371001
Coefficient of variation (CV)	4.526467641
Kurtosis	120.1149451
Mean	137.2675449
Median Absolute Deviation (MAD)	12
Skewness	10.16229717
Sum	1161832.5
Variance	386059.792
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
17	292	1.5%
21	289	1.4%
20	286	1.4%
18	283	1.4%
19	281	1.4%
22	269	1.3%
16	256	1.3%
23	242	1.2%
24	236	1.2%
15	220	1.1%
Other values (707)	5810	29.0%
(Missing)	11536	57.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5	2	< 0.1%
6	5	< 0.1%
7	9	< 0.1%
8	14	0.1%
9	35	0.2%
9.5	1	< 0.1%
10	60	0.3%
11	106	0.5%
12	143	0.7%
13	142	0.7%

Value	Count	Frequency (%)
9961	1	< 0.1%
9747	1	< 0.1%
9710	1	< 0.1%
9602	1	< 0.1%
9582	1	< 0.1%
9520	1	< 0.1%
9489	1	< 0.1%
9244	1	< 0.1%
9229	1	< 0.1%
9185	1	< 0.1%

AST-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1140
Distinct (%)	13.5%
Missing	11536
Missing (%)	57.7%
Infinite	0
Infinite (%)	0.0%
Mean	102.5666227

Minimum	5
Maximum	9264
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	5
5-th percentile	13
Q1	19
median	28
Q3	53
95-th percentile	288.925
Maximum	9264
Range	9259
Interquartile range (IQR)	34

Descriptive statistics

Standard deviation	408.9595643
Coefficient of variation (CV)	3.987257781
Kurtosis	147.3602341
Mean	102.5666227
Median Absolute Deviation (MAD)	11.5
Skewness	10.87603604
Sum	868123.8943
Variance	167247.9253
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18	263	1.3%
19	262	1.3%
17	254	1.3%
21	245	1.2%
20	241	1.2%
16	228	1.1%
22	219	1.1%
24	214	1.1%
15	213	1.1%
23	197	1.0%
Other values (1130)	6128	30.6%
(Missing)	11536	57.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5	2	< 0.1%
5.5	1	< 0.1%
6	5	< 0.1%
6.5	2	< 0.1%
7	7	< 0.1%
8	15	0.1%
8.25	1	< 0.1%
8.5	6	< 0.1%
9	33	0.2%
9.5	11	0.1%

Value	Count	Frequency (%)
9264	1	< 0.1%
7906	1	< 0.1%
6836	1	< 0.1%
6642.2	1	< 0.1%
6602.5	1	< 0.1%
6560	1	< 0.1%
6236	1	< 0.1%
6069.6	1	< 0.1%
5866.5	1	< 0.1%
5805.666667	1	< 0.1%

AST-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	801
Distinct (%)	9.5%
Missing	11536
Missing (%)	57.7%
Infinite	0
Infinite (%)	0.0%
Mean	99.08066517

Minimum	5
Maximum	9264
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	5
5-th percentile	13
Q1	19
median	28
Q3	52.5
95-th percentile	283
Maximum	9264
Range	9259
Interquartile range (IQR)	33.5

Descriptive statistics

Standard deviation	403.3067974
Coefficient of variation (CV)	4.070489401
Kurtosis	173.4224384
Mean	99.08066517
Median Absolute Deviation (MAD)	11.5
Skewness	11.78378329
Sum	838618.75
Variance	162656.3728
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19	273	1.4%
18	267	1.3%
17	262	1.3%
21	259	1.3%
20	255	1.3%
16	239	1.2%
22	228	1.1%
15	226	1.1%
24	222	1.1%
14	210	1.1%
Other values (791)	6023	30.1%
(Missing)	11536	57.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5	2	< 0.1%
5.5	1	< 0.1%
6	5	< 0.1%
6.5	2	< 0.1%
7	7	< 0.1%
8	14	0.1%
8.25	1	< 0.1%
8.5	6	< 0.1%
9	35	0.2%
9.5	12	0.1%

Value	Count	Frequency (%)
9264	1	< 0.1%
7938	1	< 0.1%
7906	1	< 0.1%
7416.5	1	< 0.1%
7394	1	< 0.1%
6846	1	< 0.1%
6602.5	1	< 0.1%
6560	1	< 0.1%
6058	1	< 0.1%
5866.5	1	< 0.1%

BUN-min
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	167
Distinct (%)	0.9%
Missing	1591
Missing (%)	8.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.24591233

Minimum	1
Maximum	177
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	1
5-th percentile	5
Q1	10
median	15
Q3	22
95-th percentile	51
Maximum	177
Range	176
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	16.02085159
Coefficient of variation (CV)	0.8324287939
Kurtosis	11.64271136
Mean	19.24591233
Median Absolute Deviation (MAD)	6
Skewness	2.836883334
Sum	354298
Variance	256.6676855
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12	1068	5.3%
13	1066	5.3%
11	1040	5.2%
10	991	5.0%
9	909	4.5%
14	892	4.5%
8	860	4.3%
15	844	4.2%
16	755	3.8%
17	731	3.7%
Other values (157)	9253	46.3%
(Missing)	1591	8.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	47	0.2%
2	74	0.4%
3	183	0.9%
3.5	1	< 0.1%
4	307	1.5%
4.5	2	< 0.1%
5	438	2.2%
5.5	2	< 0.1%
6	571	2.9%
7	719	3.6%

Value	Count	Frequency (%)
177	1	< 0.1%
173	1	< 0.1%
170	1	< 0.1%
161	1	< 0.1%
157	1	< 0.1%
152	1	< 0.1%
151	1	< 0.1%
149	1	< 0.1%
145	1	< 0.1%
142	1	< 0.1%

BUN-max
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	208
Distinct (%)	1.1%
Missing	1591
Missing (%)	8.0%
Infinite	0
Infinite (%)	0.0%
Mean	23.73311967

Minimum	1
Maximum	268
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	1
5-th percentile	7
Q1	12
median	17
Q3	28
95-th percentile	64
Maximum	268
Range	267
Interquartile range (IQR)	16

Descriptive statistics

Standard deviation	20.10751106
Coefficient of variation (CV)	0.8472342171
Kurtosis	12.91482916
Mean	23.73311967
Median Absolute Deviation (MAD)	7
Skewness	2.88575184
Sum	436903
Variance	404.3120011
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14	925	4.6%
13	911	4.6%
12	880	4.4%
15	877	4.4%
11	851	4.3%
10	787	3.9%
17	765	3.8%
16	750	3.8%
18	680	3.4%
9	660	3.3%
Other values (198)	10323	51.6%
(Missing)	1591	8.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	6	< 0.1%
2	21	0.1%
3	69	0.3%
4	138	0.7%
4.5	2	< 0.1%
5	236	1.2%
5.5	2	< 0.1%
6	372	1.9%
6.5	1	< 0.1%
7	477	2.4%

Value	Count	Frequency (%)
268	1	< 0.1%
252	1	< 0.1%
232	1	< 0.1%
227	1	< 0.1%
211	1	< 0.1%
202	1	< 0.1%
201	1	< 0.1%
190	1	< 0.1%
189	1	< 0.1%
186	2	< 0.1%

BUN-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1122
Distinct (%)	6.1%
Missing	1591
Missing (%)	8.0%
Infinite	0
Infinite (%)	0.0%
Mean	21.43511645

Minimum	1
Maximum	192.8333333
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	1
5-th percentile	6
Q1	11
median	16
Q3	25
95-th percentile	57
Maximum	192.8333333
Range	191.8333333
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	17.55304021
Coefficient of variation (CV)	0.8188917588
Kurtosis	10.36440433
Mean	21.43511645
Median Absolute Deviation (MAD)	6
Skewness	2.69803319
Sum	394599.0587
Variance	308.1092206
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13	653	3.3%
12	651	3.3%
10	601	3.0%
14	588	2.9%
11	576	2.9%
15	519	2.6%
16	495	2.5%
9	491	2.5%
17	471	2.4%
8	429	2.1%
Other values (1112)	12935	64.7%
(Missing)	1591	8.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	6	< 0.1%
1.25	1	< 0.1%
1.5	5	< 0.1%
1.538461538	1	< 0.1%
1.583333333	2	< 0.1%
1.666666667	6	< 0.1%
1.75	1	< 0.1%
2	16	0.1%
2.125	1	< 0.1%
2.333333333	1	< 0.1%

Value	Count	Frequency (%)
192.8333333	1	< 0.1%
181.6	1	< 0.1%
179.5	1	< 0.1%
178	1	< 0.1%
172	1	< 0.1%
170	1	< 0.1%
161	1	< 0.1%
152	1	< 0.1%
151.3333333	1	< 0.1%
147	1	< 0.1%

BUN-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	305
Distinct (%)	1.7%
Missing	1591
Missing (%)	8.0%
Infinite	0
Infinite (%)	0.0%
Mean	21.38318214

Minimum	1
Maximum	202.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	1
5-th percentile	6
Q1	11
median	16
Q3	25
95-th percentile	56.8
Maximum	202.5
Range	201.5
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	17.61743484
Coefficient of variation (CV)	0.8238921002
Kurtosis	10.74599209
Mean	21.38318214
Median Absolute Deviation (MAD)	6
Skewness	2.731324231
Sum	393643
Variance	310.3740104
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12	798	4.0%
13	790	4.0%
14	746	3.7%
10	732	3.7%
11	731	3.7%
15	636	3.2%
9	628	3.1%
16	615	3.1%
17	593	3.0%
18	525	2.6%
Other values (295)	11615	58.1%
(Missing)	1591	8.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	12	0.1%
1.25	2	< 0.1%
1.5	7	< 0.1%
2	22	0.1%
2.5	8	< 0.1%
3	79	0.4%
3.5	28	0.1%
3.75	1	< 0.1%
4	159	0.8%
4.25	1	< 0.1%

Value	Count	Frequency (%)
202.5	1	< 0.1%
200	1	< 0.1%
182	1	< 0.1%
179.5	1	< 0.1%
170	2	< 0.1%
161	1	< 0.1%
152	1	< 0.1%
151	1	< 0.1%
147	1	< 0.1%
145	1	< 0.1%

Alkalinephos-min
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	422
Distinct (%)	5.0%
Missing	11530
Missing (%)	57.6%
Infinite	0
Infinite (%)	0.0%
Mean	85.2688902

Minimum	11
Maximum	1650
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	11
5-th percentile	32.45
Q1	51
median	67
Q3	94
95-th percentile	189
Maximum	1650
Range	1639
Interquartile range (IQR)	43

Descriptive statistics

Standard deviation	77.18846698
Coefficient of variation (CV)	0.9052359753
Kurtosis	80.63166588
Mean	85.2688902
Median Absolute Deviation (MAD)	19
Skewness	6.819773184
Sum	722227.5
Variance	5958.059435
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
56	150	0.8%
58	146	0.7%
52	140	0.7%
54	139	0.7%
51	139	0.7%
53	136	0.7%
49	135	0.7%
61	134	0.7%
57	134	0.7%
46	132	0.7%
Other values (412)	7085	35.4%
(Missing)	11530	57.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11	2	< 0.1%
12	1	< 0.1%
13	2	< 0.1%
14	2	< 0.1%
15	5	< 0.1%
16	7	< 0.1%
17	7	< 0.1%
18	6	< 0.1%
19	10	0.1%
20	9	< 0.1%

Value	Count	Frequency (%)
1650	2	< 0.1%
1214	1	< 0.1%
1160	1	< 0.1%
1129	1	< 0.1%
1072	1	< 0.1%
987	1	< 0.1%
972	1	< 0.1%
958	1	< 0.1%
935	1	< 0.1%
928	1	< 0.1%

Alkalinephos-max
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	458
Distinct (%)	5.4%
Missing	11530
Missing (%)	57.6%
Infinite	0
Infinite (%)	0.0%
Mean	91.7742621

Minimum	11
Maximum	1650
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	11
5-th percentile	36
Q1	53
median	70
Q3	100
95-th percentile	209
Maximum	1650
Range	1639
Interquartile range (IQR)	47

Descriptive statistics

Standard deviation	86.9212757
Coefficient of variation (CV)	0.9471203986
Kurtosis	71.98889947
Mean	91.7742621
Median Absolute Deviation (MAD)	20
Skewness	6.678583052
Sum	777328
Variance	7555.30817
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
53	140	0.7%
66	139	0.7%
57	134	0.7%
58	133	0.7%
55	133	0.7%
56	132	0.7%
54	131	0.7%
69	126	0.6%
63	125	0.6%
61	124	0.6%
Other values (448)	7153	35.8%
(Missing)	11530	57.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11	2	< 0.1%
13	1	< 0.1%
14	1	< 0.1%
15	1	< 0.1%
16	2	< 0.1%
18	4	< 0.1%
19	4	< 0.1%
20	3	< 0.1%
21	7	< 0.1%
22	8	< 0.1%

Value	Count	Frequency (%)
1650	2	< 0.1%
1447	1	< 0.1%
1366	1	< 0.1%
1276	1	< 0.1%
1214	1	< 0.1%
1134	1	< 0.1%
1129	1	< 0.1%
1116	1	< 0.1%
1072	1	< 0.1%
1005	1	< 0.1%

Alkalinephos-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1036
Distinct (%)	12.2%
Missing	11530
Missing (%)	57.6%
Infinite	0
Infinite (%)	0.0%
Mean	88.37053948

Minimum	11
Maximum	1650
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	11
5-th percentile	34.05
Q1	52
median	69
Q3	97
95-th percentile	198
Maximum	1650
Range	1639
Interquartile range (IQR)	45

Descriptive statistics

Standard deviation	80.74393553
Coefficient of variation (CV)	0.9136974382
Kurtosis	74.15927109
Mean	88.37053948
Median Absolute Deviation (MAD)	20
Skewness	6.637635128
Sum	748498.4694
Variance	6519.583125
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
52	118	0.6%
53	117	0.6%
69	114	0.6%
55	113	0.6%
58	110	0.5%
56	108	0.5%
50	108	0.5%
71	107	0.5%
54	107	0.5%
59	106	0.5%
Other values (1026)	7362	36.8%
(Missing)	11530	57.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11	2	< 0.1%
13	1	< 0.1%
14	1	< 0.1%
15	1	< 0.1%
16	2	< 0.1%
18	4	< 0.1%
18.33333333	1	< 0.1%
19	4	< 0.1%
19.33333333	1	< 0.1%
20	2	< 0.1%

Value	Count	Frequency (%)
1650	2	< 0.1%
1303.5	1	< 0.1%
1214	1	< 0.1%
1129	1	< 0.1%
1072	1	< 0.1%
1051.5	1	< 0.1%
1003.25	1	< 0.1%
972	1	< 0.1%
959.5	1	< 0.1%
958	1	< 0.1%

Alkalinephos-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	624
Distinct (%)	7.4%
Missing	11530
Missing (%)	57.6%
Infinite	0
Infinite (%)	0.0%
Mean	88.18476978

Minimum	11
Maximum	1650
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	11
5-th percentile	34
Q1	52
median	69
Q3	96
95-th percentile	198
Maximum	1650
Range	1639
Interquartile range (IQR)	44

Descriptive statistics

Standard deviation	80.47511024
Coefficient of variation (CV)	0.9125737976
Kurtosis	74.56907729
Mean	88.18476978
Median Absolute Deviation (MAD)	20
Skewness	6.638995858
Sum	746925
Variance	6476.243368
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
53	126	0.6%
69	124	0.6%
58	124	0.6%
52	121	0.6%
55	119	0.6%
56	117	0.6%
61	115	0.6%
54	115	0.6%
51	113	0.6%
68	113	0.6%
Other values (614)	7283	36.4%
(Missing)	11530	57.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11	2	< 0.1%
13	1	< 0.1%
14	1	< 0.1%
15	1	< 0.1%
16	2	< 0.1%
18	5	< 0.1%
19	5	< 0.1%
20	3	< 0.1%
21	10	0.1%
21.5	1	< 0.1%

Value	Count	Frequency (%)
1650	2	< 0.1%
1303.5	1	< 0.1%
1214	1	< 0.1%
1129	1	< 0.1%
1072	1	< 0.1%
1051.5	1	< 0.1%
972	2	< 0.1%
959.5	1	< 0.1%
958	1	< 0.1%
933	1	< 0.1%

Calcium-min
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	327
Distinct (%)	1.8%
Missing	1550
Missing (%)	7.8%
Infinite	0
Infinite (%)	0.0%
Mean	6.739645528

Minimum	1
Maximum	27
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	1
5-th percentile	1.09
Q1	6.8
median	8.1
Q3	8.6
95-th percentile	9.3
Maximum	27
Range	26
Interquartile range (IQR)	1.8

Descriptive statistics

Standard deviation	3.067395095
Coefficient of variation (CV)	0.455127066
Kurtosis	0.02832909665
Mean	6.739645528
Median Absolute Deviation (MAD)	0.7
Skewness	-1.024280748
Sum	124346.46
Variance	9.408912672
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.3	938	4.7%
8.5	921	4.6%
8.2	896	4.5%
8.6	886	4.4%
8.4	885	4.4%
8.1	811	4.1%
8.8	770	3.9%
8.7	768	3.8%
8	725	3.6%
8.9	666	3.3%
Other values (317)	10184	50.9%
(Missing)	1550	7.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	52	0.3%
1.01	55	0.3%
1.02	74	0.4%
1.03	71	0.4%
1.04	93	0.5%
1.05	78	0.4%
1.06	113	0.6%
1.07	108	0.5%
1.08	155	0.8%
1.09	169	0.8%

Value	Count	Frequency (%)
27	1	< 0.1%
25.2	1	< 0.1%
23.7	1	< 0.1%
19	1	< 0.1%
18.8	2	< 0.1%
18.6	3	< 0.1%
18.2	4	< 0.1%
18	2	< 0.1%
17.8	5	< 0.1%
17.6	1	< 0.1%

Calcium-max
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	241
Distinct (%)	1.3%
Missing	1550
Missing (%)	7.8%
Infinite	0
Infinite (%)	0.0%
Mean	8.680187534

Minimum	1.07
Maximum	27.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	1.07
5-th percentile	7.5
Q1	8.2
median	8.6
Q3	9
95-th percentile	9.7775
Maximum	27.9
Range	26.83
Interquartile range (IQR)	0.8

Descriptive statistics

Standard deviation	1.253103093
Coefficient of variation (CV)	0.1443635968
Kurtosis	41.41546674
Mean	8.680187534
Median Absolute Deviation (MAD)	0.4
Skewness	4.233694042
Sum	160149.46
Variance	1.570267361
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.5	1208	6.0%
8.6	1196	6.0%
8.7	1149	5.7%
8.3	1144	5.7%
8.8	1110	5.5%
8.4	1086	5.4%
8.9	1056	5.3%
8.2	954	4.8%
9	944	4.7%
8.1	867	4.3%
Other values (231)	7736	38.7%
(Missing)	1550	7.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.07	2	< 0.1%
1.08	3	< 0.1%
1.09	1	< 0.1%
1.1	2	< 0.1%
1.11	2	< 0.1%
1.12	1	< 0.1%
1.13	2	< 0.1%
1.14	1	< 0.1%
1.16	1	< 0.1%
1.17	2	< 0.1%

Value	Count	Frequency (%)
27.9	1	< 0.1%
27	1	< 0.1%
25.2	1	< 0.1%
24.9	1	< 0.1%
23.7	1	< 0.1%
22.6	1	< 0.1%
22.2	2	< 0.1%
21.2	1	< 0.1%
20.6	1	< 0.1%
20.4	2	< 0.1%

Calcium-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	3769
Distinct (%)	20.4%
Missing	1550
Missing (%)	7.8%
Infinite	0
Infinite (%)	0.0%
Mean	7.743981929

Minimum	1.063333333
Maximum	27.45
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	1.063333333
5-th percentile	4.035714286
Q1	7.3
median	8.266666667
Q3	8.766666667
95-th percentile	9.4
Maximum	27.45
Range	26.38666667
Interquartile range (IQR)	1.466666667

Descriptive statistics

Standard deviation	1.77068401
Coefficient of variation (CV)	0.2286529109
Kurtosis	4.496435604
Mean	7.743981929
Median Absolute Deviation (MAD)	0.6166666667
Skewness	-0.5413985796
Sum	142876.4666
Variance	3.135321863
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.5	647	3.2%
8.3	549	2.7%
8.6	542	2.7%
8.4	513	2.6%
8.8	501	2.5%
8.7	497	2.5%
8.2	479	2.4%
8.9	445	2.2%
8.1	441	2.2%
9	433	2.2%
Other values (3759)	13403	67.0%
(Missing)	1550	7.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.063333333	1	< 0.1%
1.07	1	< 0.1%
1.08	3	< 0.1%
1.085	1	< 0.1%
1.09	1	< 0.1%
1.1	2	< 0.1%
1.11	1	< 0.1%
1.12	1	< 0.1%
1.125	1	< 0.1%
1.13	3	< 0.1%

Value	Count	Frequency (%)
27.45	1	< 0.1%
25.2	1	< 0.1%
23.7	1	< 0.1%
19.1	1	< 0.1%
18.8	2	< 0.1%
18.6	3	< 0.1%
18.3	1	< 0.1%
18.2	3	< 0.1%
18.1	1	< 0.1%
18	2	< 0.1%

Calcium-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1009
Distinct (%)	5.5%
Missing	1550
Missing (%)	7.8%
Infinite	0
Infinite (%)	0.0%
Mean	7.791532249

Minimum	1.01
Maximum	27.45
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	1.01
5-th percentile	1.33
Q1	7.8
median	8.3
Q3	8.8
95-th percentile	9.4
Maximum	27.45
Range	26.44
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	2.053533862
Coefficient of variation (CV)	0.2635596948
Kurtosis	5.568138851
Mean	7.791532249
Median Absolute Deviation (MAD)	0.5
Skewness	-1.587741001
Sum	143753.77
Variance	4.217001322
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.3	845	4.2%
8.5	837	4.2%
8.2	762	3.8%
8.6	754	3.8%
8.8	741	3.7%
8.7	740	3.7%
8.4	726	3.6%
8.1	669	3.3%
8	606	3.0%
8.9	575	2.9%
Other values (999)	11195	56.0%
(Missing)	1550	7.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.01	1	< 0.1%
1.04	3	< 0.1%
1.05	1	< 0.1%
1.055	1	< 0.1%
1.06	1	< 0.1%
1.07	6	< 0.1%
1.075	2	< 0.1%
1.08	6	< 0.1%
1.085	2	< 0.1%
1.09	13	0.1%

Value	Count	Frequency (%)
27.45	1	< 0.1%
25.2	1	< 0.1%
23.7	1	< 0.1%
19.1	1	< 0.1%
18.8	2	< 0.1%
18.6	3	< 0.1%
18.3	1	< 0.1%
18.2	3	< 0.1%
18.1	1	< 0.1%
18	2	< 0.1%

Chloride-min
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	56
Distinct (%)	3.5%
Missing	18383
Missing (%)	91.9%
Infinite	0
Infinite (%)	0.0%
Mean	104.9931973

Minimum	74
Maximum	124
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	74
5-th percentile	96
Q1	103
median	105
Q3	108
95-th percentile	112
Maximum	124
Range	50
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	5.120541116
Coefficient of variation (CV)	0.04877021796
Kurtosis	3.206393389
Mean	104.9931973
Median Absolute Deviation (MAD)	3
Skewness	-0.8108677937
Sum	169774
Variance	26.21994132
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
105	161	0.8%
107	160	0.8%
106	155	0.8%
108	148	0.7%
104	127	0.6%
103	118	0.6%
109	98	0.5%
102	94	0.5%
110	79	0.4%
101	56	0.3%
Other values (46)	421	2.1%
(Missing)	18383	91.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
74	1	< 0.1%
78	1	< 0.1%
80	1	< 0.1%
82	1	< 0.1%
83	2	< 0.1%
85	1	< 0.1%
86	3	< 0.1%
88	5	< 0.1%
89	3	< 0.1%
90	3	< 0.1%

Value	Count	Frequency (%)
124	3	< 0.1%
123	1	< 0.1%
122	1	< 0.1%
120	1	< 0.1%
119	3	< 0.1%
118	4	< 0.1%
117	7	< 0.1%
116	1	< 0.1%
115	7	< 0.1%
114	15	0.1%

Chloride-max
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	53
Distinct (%)	3.3%
Missing	18383
Missing (%)	91.9%
Infinite	0
Infinite (%)	0.0%
Mean	106.7959184

Minimum	74
Maximum	124
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	74
5-th percentile	97
Q1	104
median	107
Q3	110
95-th percentile	115
Maximum	124
Range	50
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	5.408307065
Coefficient of variation (CV)	0.05064151465
Kurtosis	2.309776643
Mean	106.7959184
Median Absolute Deviation (MAD)	3
Skewness	-0.5865828136
Sum	172689
Variance	29.24978531
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
107	157	0.8%
108	147	0.7%
109	135	0.7%
106	134	0.7%
105	116	0.6%
110	112	0.6%
104	95	0.5%
111	94	0.5%
103	87	0.4%
102	62	0.3%
Other values (43)	478	2.4%
(Missing)	18383	91.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
74	1	< 0.1%
82	1	< 0.1%
85	1	< 0.1%
86	3	< 0.1%
88	4	< 0.1%
89	2	< 0.1%
90	4	< 0.1%
91	5	< 0.1%
92	4	< 0.1%
93	8	< 0.1%

Value	Count	Frequency (%)
124	7	< 0.1%
123	1	< 0.1%
122	2	< 0.1%
121	3	< 0.1%
120	6	< 0.1%
119	5	< 0.1%
118	9	< 0.1%
117	8	< 0.1%
116.5	1	< 0.1%
116	17	0.1%

Chloride-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	321
Distinct (%)	19.9%
Missing	18383
Missing (%)	91.9%
Infinite	0
Infinite (%)	0.0%
Mean	105.9066444

Minimum	74
Maximum	124
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	74
5-th percentile	97
Q1	103.5
median	106.2857143
Q3	109
95-th percentile	113
Maximum	124
Range	50
Interquartile range (IQR)	5.5

Descriptive statistics

Standard deviation	5.04682118
Coefficient of variation (CV)	0.04765348961
Kurtosis	3.06717699
Mean	105.9066444
Median Absolute Deviation (MAD)	2.714285714
Skewness	-0.8022249078
Sum	171251.0441
Variance	25.47040402
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
107	100	0.5%
108	98	0.5%
106	96	0.5%
105	94	0.5%
109	80	0.4%
103	78	0.4%
104	73	0.4%
110	59	0.3%
102	51	0.3%
111	34	0.2%
Other values (311)	854	4.3%
(Missing)	18383	91.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
74	1	< 0.1%
82	1	< 0.1%
82.5	1	< 0.1%
83.33333333	1	< 0.1%
85	1	< 0.1%
86	2	< 0.1%
88	4	< 0.1%
88.77777778	1	< 0.1%
89	3	< 0.1%
89.5	1	< 0.1%

Value	Count	Frequency (%)
124	3	< 0.1%
123	2	< 0.1%
122	1	< 0.1%
121.6666667	1	< 0.1%
119	2	< 0.1%
118.6666667	1	< 0.1%
118.5	2	< 0.1%
118	5	< 0.1%
117.5	1	< 0.1%
117.2	1	< 0.1%

Chloride-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	86
Distinct (%)	5.3%
Missing	18383
Missing (%)	91.9%
Infinite	0
Infinite (%)	0.0%
Mean	105.9225417

Minimum	74
Maximum	124
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	74
5-th percentile	97
Q1	103.5
median	106
Q3	109
95-th percentile	113
Maximum	124
Range	50
Interquartile range (IQR)	5.5

Descriptive statistics

Standard deviation	5.065038683
Coefficient of variation (CV)	0.04781832649
Kurtosis	3.110997013
Mean	105.9225417
Median Absolute Deviation (MAD)	3
Skewness	-0.8143374426
Sum	171276.75
Variance	25.65461686
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
107	144	0.7%
108	128	0.6%
106	126	0.6%
105	125	0.6%
109	104	0.5%
104	90	0.4%
103	88	0.4%
110	82	0.4%
102	61	0.3%
111	56	0.3%
Other values (76)	613	3.1%
(Missing)	18383	91.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
74	1	< 0.1%
81	1	< 0.1%
82	1	< 0.1%
82.5	1	< 0.1%
86	3	< 0.1%
87	1	< 0.1%
88	4	< 0.1%
89	3	< 0.1%
89.5	1	< 0.1%
90	2	< 0.1%

Value	Count	Frequency (%)
124	3	< 0.1%
123	2	< 0.1%
122	2	< 0.1%
119	2	< 0.1%
118.5	1	< 0.1%
118	5	< 0.1%
117.5	2	< 0.1%
117	6	< 0.1%
116.5	2	< 0.1%
116	2	< 0.1%

Creatinine-min
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1018
Distinct (%)	5.5%
Missing	1588
Missing (%)	7.9%
Infinite	0
Infinite (%)	0.0%
Mean	1.445464371

Minimum	0.2
Maximum	25
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.2
5-th percentile	0.49
Q1	0.69
median	0.89
Q3	1.26
95-th percentile	5.02
Maximum	25
Range	24.8
Interquartile range (IQR)	0.57

Descriptive statistics

Standard deviation	1.902371228
Coefficient of variation (CV)	1.316096935
Kurtosis	28.92521167
Mean	1.445464371
Median Absolute Deviation (MAD)	0.24
Skewness	4.707814211
Sum	26613.89
Variance	3.619016291
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.8	281	1.4%
0.81	279	1.4%
0.79	275	1.4%
0.82	263	1.3%
0.77	259	1.3%
0.69	258	1.3%
0.73	254	1.3%
0.68	244	1.2%
0.78	242	1.2%
0.72	241	1.2%
Other values (1008)	15816	79.1%
(Missing)	1588	7.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.2	4	< 0.1%
0.21	1	< 0.1%
0.22	2	< 0.1%
0.23	1	< 0.1%
0.24	1	< 0.1%
0.25	1	< 0.1%
0.27	2	< 0.1%
0.28	5	< 0.1%
0.29	3	< 0.1%
0.3	76	0.4%

Value	Count	Frequency (%)
25	1	< 0.1%
23.83	1	< 0.1%
23.71	1	< 0.1%
23.65	1	< 0.1%
22.96	1	< 0.1%
22.01	1	< 0.1%
21.97	1	< 0.1%
21.46	1	< 0.1%
21.31	1	< 0.1%
21.18	1	< 0.1%

Creatinine-max
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1177
Distinct (%)	6.4%
Missing	1588
Missing (%)	7.9%
Infinite	0
Infinite (%)	0.0%
Mean	1.714813165

Minimum	0.2
Maximum	41.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.2
5-th percentile	0.55
Q1	0.77
median	1
Q3	1.46
95-th percentile	6.3945
Maximum	41.9
Range	41.7
Interquartile range (IQR)	0.69

Descriptive statistics

Standard deviation	2.338576173
Coefficient of variation (CV)	1.363749836
Kurtosis	27.40770534
Mean	1.714813165
Median Absolute Deviation (MAD)	0.28
Skewness	4.488848926
Sum	31573.14
Variance	5.468938518
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.81	261	1.3%
0.8	241	1.2%
0.84	240	1.2%
0.82	238	1.2%
0.78	226	1.1%
0.89	224	1.1%
0.76	219	1.1%
0.79	219	1.1%
0.77	219	1.1%
0.73	217	1.1%
Other values (1167)	16108	80.5%
(Missing)	1588	7.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.2	1	< 0.1%
0.22	1	< 0.1%
0.24	1	< 0.1%
0.26	1	< 0.1%
0.27	2	< 0.1%
0.28	1	< 0.1%
0.29	1	< 0.1%
0.3	31	0.2%
0.31	5	< 0.1%
0.32	5	< 0.1%

Value	Count	Frequency (%)
41.9	1	< 0.1%
29.86	1	< 0.1%
29.2	1	< 0.1%
25	4	< 0.1%
24.99	1	< 0.1%
24.03	1	< 0.1%
24	1	< 0.1%
23.83	1	< 0.1%
22.35	1	< 0.1%
22.2	1	< 0.1%

Creatinine-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	3604
Distinct (%)	19.6%
Missing	1588
Missing (%)	7.9%
Infinite	0
Infinite (%)	0.0%
Mean	1.576464298

Minimum	0.2
Maximum	25.33
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.2
5-th percentile	0.53
Q1	0.735
median	0.94
Q3	1.355
95-th percentile	5.71
Maximum	25.33
Range	25.13
Interquartile range (IQR)	0.62

Descriptive statistics

Standard deviation	2.083636156
Coefficient of variation (CV)	1.321714775
Kurtosis	24.80467251
Mean	1.576464298
Median Absolute Deviation (MAD)	0.2566666667
Skewness	4.413790644
Sum	29025.86066
Variance	4.341539629
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.81	168	0.8%
0.8	156	0.8%
0.77	154	0.8%
0.79	154	0.8%
0.73	153	0.8%
0.71	150	0.8%
0.75	145	0.7%
0.7	143	0.7%
0.89	138	0.7%
0.78	136	0.7%
Other values (3594)	16915	84.6%
(Missing)	1588	7.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.2	1	< 0.1%
0.22	2	< 0.1%
0.235	1	< 0.1%
0.24	1	< 0.1%
0.27	1	< 0.1%
0.28	1	< 0.1%
0.285	1	< 0.1%
0.3	32	0.2%
0.305	1	< 0.1%
0.31	4	< 0.1%

Value	Count	Frequency (%)
25.33	1	< 0.1%
25	1	< 0.1%
24.57	1	< 0.1%
23.83	1	< 0.1%
23.825	1	< 0.1%
23.495	1	< 0.1%
23.485	1	< 0.1%
23.435	1	< 0.1%
21.31	1	< 0.1%
21.18	1	< 0.1%

Creatinine-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1807
Distinct (%)	9.8%
Missing	1588
Missing (%)	7.9%
Infinite	0
Infinite (%)	0.0%
Mean	1.573319846

Minimum	0.2
Maximum	25.33
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.2
5-th percentile	0.525
Q1	0.735
median	0.94
Q3	1.35
95-th percentile	5.68
Maximum	25.33
Range	25.13
Interquartile range (IQR)	0.615

Descriptive statistics

Standard deviation	2.082281524
Coefficient of variation (CV)	1.323495366
Kurtosis	24.73944754
Mean	1.573319846
Median Absolute Deviation (MAD)	0.255
Skewness	4.412836616
Sum	28967.965
Variance	4.335896347
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.8	208	1.0%
0.77	204	1.0%
0.81	197	1.0%
0.79	190	0.9%
0.73	187	0.9%
0.71	186	0.9%
0.7	184	0.9%
0.78	180	0.9%
0.75	178	0.9%
0.76	172	0.9%
Other values (1797)	16526	82.6%
(Missing)	1588	7.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.2	1	< 0.1%
0.205	1	< 0.1%
0.22	1	< 0.1%
0.235	1	< 0.1%
0.24	1	< 0.1%
0.27	1	< 0.1%
0.28	1	< 0.1%
0.285	1	< 0.1%
0.3	33	0.2%
0.305	2	< 0.1%

Value	Count	Frequency (%)
25.33	1	< 0.1%
25	2	< 0.1%
23.83	1	< 0.1%
23.825	1	< 0.1%
23.495	1	< 0.1%
23.485	1	< 0.1%
23.37	1	< 0.1%
21.31	1	< 0.1%
21.18	1	< 0.1%
20.29	1	< 0.1%

Bilirubin_direct-min
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	158
Distinct (%)	10.7%
Missing	18529
Missing (%)	92.6%
Infinite	0
Infinite (%)	0.0%
Mean	0.6810605031

Minimum	0.01
Maximum	20.57
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.01
5-th percentile	0.1
Q1	0.1
median	0.2
Q3	0.4
95-th percentile	2.35
Maximum	20.57
Range	20.56
Interquartile range (IQR)	0.3

Descriptive statistics

Standard deviation	1.918581063
Coefficient of variation (CV)	2.817049373
Kurtosis	58.88859506
Mean	0.6810605031
Median Absolute Deviation (MAD)	0.1
Skewness	7.117946386
Sum	1001.84
Variance	3.680953296
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1	449	2.2%
0.2	275	1.4%
0.3	125	0.6%
0.4	87	0.4%
0.5	40	0.2%
0.6	33	0.2%
1	23	0.1%
0.7	21	0.1%
1.1	14	0.1%
1.2	13	0.1%
Other values (148)	391	2.0%
(Missing)	18529	92.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01	7	< 0.1%
0.02	4	< 0.1%
0.03	5	< 0.1%
0.04	4	< 0.1%
0.05	6	< 0.1%
0.06	6	< 0.1%
0.07	7	< 0.1%
0.08	4	< 0.1%
0.09	11	0.1%
0.1	449	2.2%

Value	Count	Frequency (%)
20.57	1	< 0.1%
20	2	< 0.1%
19.54	1	< 0.1%
19.08	1	< 0.1%
19.05	1	< 0.1%
18.18	1	< 0.1%
17.4	1	< 0.1%
16.6	1	< 0.1%
15.6	1	< 0.1%
15	1	< 0.1%

Bilirubin_direct-max
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	170
Distinct (%)	11.6%
Missing	18529
Missing (%)	92.6%
Infinite	0
Infinite (%)	0.0%
Mean	0.7670700204

Minimum	0.01
Maximum	30
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.01
5-th percentile	0.1
Q1	0.1
median	0.2
Q3	0.47
95-th percentile	2.705
Maximum	30
Range	29.99
Interquartile range (IQR)	0.37

Descriptive statistics

Standard deviation	2.200593963
Coefficient of variation (CV)	2.868830621
Kurtosis	61.76617545
Mean	0.7670700204
Median Absolute Deviation (MAD)	0.1
Skewness	7.136593048
Sum	1128.36
Variance	4.84261379
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1	429	2.1%
0.2	275	1.4%
0.3	128	0.6%
0.4	84	0.4%
0.5	38	0.2%
0.6	33	0.2%
1	20	0.1%
0.7	18	0.1%
0.8	16	0.1%
1.1	14	0.1%
Other values (160)	416	2.1%
(Missing)	18529	92.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01	5	< 0.1%
0.02	4	< 0.1%
0.03	5	< 0.1%
0.04	4	< 0.1%
0.05	4	< 0.1%
0.06	6	< 0.1%
0.07	7	< 0.1%
0.08	4	< 0.1%
0.09	10	0.1%
0.1	429	2.1%

Value	Count	Frequency (%)
30	1	< 0.1%
23.62	1	< 0.1%
20.57	1	< 0.1%
20.55	1	< 0.1%
20	2	< 0.1%
19.3	1	< 0.1%
18.61	1	< 0.1%
18.5	1	< 0.1%
16.6	1	< 0.1%
15.6	1	< 0.1%

Bilirubin_direct-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	218
Distinct (%)	14.8%
Missing	18529
Missing (%)	92.6%
Infinite	0
Infinite (%)	0.0%
Mean	0.7189215335

Minimum	0.01
Maximum	24.035
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.01
5-th percentile	0.1
Q1	0.1
median	0.2
Q3	0.43
95-th percentile	2.5
Maximum	24.035
Range	24.025
Interquartile range (IQR)	0.33

Descriptive statistics

Standard deviation	2.022711854
Coefficient of variation (CV)	2.813536332
Kurtosis	59.1130836
Mean	0.7189215335
Median Absolute Deviation (MAD)	0.1
Skewness	7.079414699
Sum	1057.533576
Variance	4.091363246
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1	425	2.1%
0.2	262	1.3%
0.3	118	0.6%
0.4	80	0.4%
0.5	35	0.2%
0.6	27	0.1%
1	19	0.1%
0.7	17	0.1%
0.25	15	0.1%
0.8	13	0.1%
Other values (208)	460	2.3%
(Missing)	18529	92.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01	5	< 0.1%
0.02	4	< 0.1%
0.03	5	< 0.1%
0.04	4	< 0.1%
0.05	1	< 0.1%
0.05	4	< 0.1%
0.06	6	< 0.1%
0.06	1	< 0.1%
0.07	7	< 0.1%
0.08	4	< 0.1%

Value	Count	Frequency (%)
24.035	1	< 0.1%
21.335	1	< 0.1%
20.57	1	< 0.1%
20	2	< 0.1%
19.815	1	< 0.1%
18.395	1	< 0.1%
17.95	1	< 0.1%
16.6	1	< 0.1%
15.6	1	< 0.1%
15.2	1	< 0.1%

Bilirubin_direct-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	193
Distinct (%)	13.1%
Missing	18529
Missing (%)	92.6%
Infinite	0
Infinite (%)	0.0%
Mean	0.7139055065

Minimum	0.01
Maximum	23.3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.01
5-th percentile	0.1
Q1	0.1
median	0.2
Q3	0.405
95-th percentile	2.48
Maximum	23.3
Range	23.29
Interquartile range (IQR)	0.305

Descriptive statistics

Standard deviation	2.00545946
Coefficient of variation (CV)	2.809138523
Kurtosis	59.33609311
Mean	0.7139055065
Median Absolute Deviation (MAD)	0.1
Skewness	7.099006483
Sum	1050.155
Variance	4.021867645
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1	432	2.2%
0.2	265	1.3%
0.3	119	0.6%
0.4	84	0.4%
0.5	36	0.2%
0.6	28	0.1%
1	21	0.1%
0.7	20	0.1%
0.25	17	0.1%
0.8	13	0.1%
Other values (183)	436	2.2%
(Missing)	18529	92.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01	5	< 0.1%
0.02	4	< 0.1%
0.03	5	< 0.1%
0.04	4	< 0.1%
0.05	1	< 0.1%
0.05	4	< 0.1%
0.06	6	< 0.1%
0.06	1	< 0.1%
0.07	7	< 0.1%
0.08	4	< 0.1%

Value	Count	Frequency (%)
23.3	1	< 0.1%
21.335	1	< 0.1%
20.57	1	< 0.1%
20	2	< 0.1%
19.815	1	< 0.1%
18.395	1	< 0.1%
17.95	1	< 0.1%
16.6	1	< 0.1%
15.6	1	< 0.1%
15	1	< 0.1%

Glucose-min
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	394
Distinct (%)	2.1%
Missing	1173
Missing (%)	5.9%
Infinite	0
Infinite (%)	0.0%
Mean	101.9483587

Minimum	13
Maximum	409
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	13
5-th percentile	66
Q1	86
median	98
Q3	114
95-th percentile	151
Maximum	409
Range	396
Interquartile range (IQR)	28

Descriptive statistics

Standard deviation	27.98982318
Coefficient of variation (CV)	0.2745490318
Kurtosis	8.007447523
Mean	101.9483587
Median Absolute Deviation (MAD)	14
Skewness	1.705717808
Sum	1919381.75
Variance	783.4302018
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
96	405	2.0%
95	401	2.0%
97	397	2.0%
93	391	2.0%
90	387	1.9%
99	382	1.9%
94	380	1.9%
91	379	1.9%
92	371	1.9%
101	371	1.9%
Other values (384)	14963	74.8%
(Missing)	1173	5.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
13	1	< 0.1%
15	1	< 0.1%
16	1	< 0.1%
21	1	< 0.1%
23.5	1	< 0.1%
26	1	< 0.1%
28	2	< 0.1%
29.5	1	< 0.1%
30	23	0.1%
30.5	1	< 0.1%

Value	Count	Frequency (%)
409	1	< 0.1%
389	1	< 0.1%
369.5	1	< 0.1%
367	1	< 0.1%
354	1	< 0.1%
349.5	1	< 0.1%
323	1	< 0.1%
322	1	< 0.1%
300	1	< 0.1%
297	1	< 0.1%

Glucose-max
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	744
Distinct (%)	4.0%
Missing	1173
Missing (%)	5.9%
Infinite	0
Infinite (%)	0.0%
Mean	170.4204116

Minimum	44
Maximum	891
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	44
5-th percentile	94
Q1	122
median	152
Q3	195
95-th percentile	313
Maximum	891
Range	847
Interquartile range (IQR)	73

Descriptive statistics

Standard deviation	72.78074433
Coefficient of variation (CV)	0.4270658874
Kurtosis	7.229435721
Mean	170.4204116
Median Absolute Deviation (MAD)	34
Skewness	2.086764832
Sum	3208505.09
Variance	5297.036745
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
147	176	0.9%
146	171	0.9%
136	169	0.8%
133	169	0.8%
121	168	0.8%
150	164	0.8%
115	164	0.8%
120	161	0.8%
140	160	0.8%
134	158	0.8%
Other values (734)	17167	85.8%
(Missing)	1173	5.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
44	1	< 0.1%
51	1	< 0.1%
59.5	1	< 0.1%
61	1	< 0.1%
62	1	< 0.1%
63	1	< 0.1%
66	3	< 0.1%
67	1	< 0.1%
68	2	< 0.1%
69	1	< 0.1%

Value	Count	Frequency (%)
891	1	< 0.1%
871	1	< 0.1%
850	1	< 0.1%
788	1	< 0.1%
757	1	< 0.1%
734	1	< 0.1%
722	1	< 0.1%
708	1	< 0.1%
693	1	< 0.1%
692	1	< 0.1%

Glucose-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	7610
Distinct (%)	40.4%
Missing	1173
Missing (%)	5.9%
Infinite	0
Infinite (%)	0.0%
Mean	130.9364556

Minimum	44
Maximum	444.6666667
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	44
5-th percentile	88.5
Q1	106.6
median	124.2
Q3	144.125
95-th percentile	201.4143939
Maximum	444.6666667
Range	400.6666667
Interquartile range (IQR)	37.525

Descriptive statistics

Standard deviation	36.20263241
Coefficient of variation (CV)	0.2764900902
Kurtosis	5.310666208
Mean	130.9364556
Median Absolute Deviation (MAD)	18.55
Skewness	1.733113816
Sum	2465140.649
Variance	1310.630593
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
99	109	0.5%
95	101	0.5%
101	94	0.5%
102	92	0.5%
106	86	0.4%
96	85	0.4%
104	84	0.4%
118	83	0.4%
92	83	0.4%
94	82	0.4%
Other values (7600)	17928	89.6%
(Missing)	1173	5.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
44	1	< 0.1%
51	1	< 0.1%
59.16666667	1	< 0.1%
61	1	< 0.1%
61.5	1	< 0.1%
62	2	< 0.1%
64	1	< 0.1%
65.60714286	1	< 0.1%
66	3	< 0.1%
67	1	< 0.1%

Value	Count	Frequency (%)
444.6666667	1	< 0.1%
439.875	1	< 0.1%
425.1666667	1	< 0.1%
415.35	1	< 0.1%
412.40625	1	< 0.1%
401.5	1	< 0.1%
392	1	< 0.1%
389	1	< 0.1%
376.5	1	< 0.1%
365.3333333	1	< 0.1%

Glucose-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	714
Distinct (%)	3.8%
Missing	1173
Missing (%)	5.9%
Infinite	0
Infinite (%)	0.0%
Mean	128.1403591

Minimum	44
Maximum	446
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	44
5-th percentile	87
Q1	104.5
median	122
Q3	140.5
95-th percentile	196.5
Maximum	446
Range	402
Interquartile range (IQR)	36

Descriptive statistics

Standard deviation	35.65520072
Coefficient of variation (CV)	0.2782511379
Kurtosis	6.506633846
Mean	128.1403591
Median Absolute Deviation (MAD)	18
Skewness	1.887041391
Sum	2412498.54
Variance	1271.293339
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
126	223	1.1%
115	213	1.1%
118	212	1.1%
122	212	1.1%
108	210	1.1%
127	206	1.0%
121	206	1.0%
116	206	1.0%
123	205	1.0%
114	202	1.0%
Other values (704)	16732	83.7%
(Missing)	1173	5.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
44	1	< 0.1%
50	1	< 0.1%
51	1	< 0.1%
59	2	< 0.1%
61	1	< 0.1%
61.5	1	< 0.1%
62	2	< 0.1%
63	1	< 0.1%
64	2	< 0.1%
65.25	1	< 0.1%

Value	Count	Frequency (%)
446	1	< 0.1%
445	2	< 0.1%
429	1	< 0.1%
424.5	1	< 0.1%
401.5	1	< 0.1%
389	1	< 0.1%
384.5	1	< 0.1%
384	1	< 0.1%
381	1	< 0.1%
376.5	1	< 0.1%

Lactate-min
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	493
Distinct (%)	10.4%
Missing	15240
Missing (%)	76.2%
Infinite	0
Infinite (%)	0.0%
Mean	1.765405462

Minimum	0.4
Maximum	19.12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.4
5-th percentile	0.7495
Q1	1.07
median	1.41
Q3	1.98
95-th percentile	3.7605
Maximum	19.12
Range	18.72
Interquartile range (IQR)	0.91

Descriptive statistics

Standard deviation	1.383693755
Coefficient of variation (CV)	0.7837824143
Kurtosis	38.8292031
Mean	1.765405462
Median Absolute Deviation (MAD)	0.41
Skewness	5.058561021
Sum	8403.33
Variance	1.914608409
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.2	69	0.3%
0.8	63	0.3%
1	61	0.3%
1.1	61	0.3%
0.9	53	0.3%
1.23	49	0.2%
1.3	48	0.2%
0.7	47	0.2%
1.31	44	0.2%
1.4	43	0.2%
Other values (483)	4222	21.1%
(Missing)	15240	76.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.4	1	< 0.1%
0.46	1	< 0.1%
0.5	11	0.1%
0.53	3	< 0.1%
0.54	2	< 0.1%
0.55	2	< 0.1%
0.56	4	< 0.1%
0.57	4	< 0.1%
0.58	1	< 0.1%
0.59	2	< 0.1%

Value	Count	Frequency (%)
19.12	1	< 0.1%
17.75	2	< 0.1%
17.42	1	< 0.1%
16.15	1	< 0.1%
15.94	1	< 0.1%
15	1	< 0.1%
14.44	1	< 0.1%
13.67	1	< 0.1%
13.06	1	< 0.1%
12.98	1	< 0.1%

Lactate-max
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	874
Distinct (%)	18.4%
Missing	15240
Missing (%)	76.2%
Infinite	0
Infinite (%)	0.0%
Mean	2.890462185

Minimum	0.5
Maximum	22.25
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.5
5-th percentile	0.88
Q1	1.34
median	1.95
Q3	3.34
95-th percentile	8.201
Maximum	22.25
Range	21.75
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.675611187
Coefficient of variation (CV)	0.9256689818
Kurtosis	10.73650928
Mean	2.890462185
Median Absolute Deviation (MAD)	0.75
Skewness	2.871853144
Sum	13758.6
Variance	7.158895227
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.4	37	0.2%
1.2	37	0.2%
1.3	37	0.2%
1.1	35	0.2%
1.7	33	0.2%
1.34	30	0.1%
1.35	30	0.1%
0.9	29	0.1%
1	29	0.1%
1.47	28	0.1%
Other values (864)	4435	22.2%
(Missing)	15240	76.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.5	4	< 0.1%
0.54	1	< 0.1%
0.55	1	< 0.1%
0.56	2	< 0.1%
0.57	4	< 0.1%
0.59	1	< 0.1%
0.6	6	< 0.1%
0.61	1	< 0.1%
0.62	1	< 0.1%
0.63	4	< 0.1%

Value	Count	Frequency (%)
22.25	1	< 0.1%
21.52	1	< 0.1%
21.26	1	< 0.1%
21.21	1	< 0.1%
19.79	1	< 0.1%
19.71	1	< 0.1%
19.66	1	< 0.1%
19.32	1	< 0.1%
19.12	1	< 0.1%
19.02	1	< 0.1%

Lactate-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	2042
Distinct (%)	42.9%
Missing	15240
Missing (%)	76.2%
Infinite	0
Infinite (%)	0.0%
Mean	2.274262809

Minimum	0.5
Maximum	21.04363636
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.5
5-th percentile	0.85
Q1	1.26
median	1.73
Q3	2.621458333
95-th percentile	5.416607143
Maximum	21.04363636
Range	20.54363636
Interquartile range (IQR)	1.361458333

Descriptive statistics

Standard deviation	1.818896201
Coefficient of variation (CV)	0.7997739724
Kurtosis	21.5552717
Mean	2.274262809
Median Absolute Deviation (MAD)	0.5766666667
Skewness	3.769069307
Sum	10825.49097
Variance	3.30838339
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.2	34	0.2%
1.1	30	0.1%
1.3	30	0.1%
1.23	28	0.1%
1.4	27	0.1%
1	27	0.1%
0.9	24	0.1%
1.42	23	0.1%
1.35	23	0.1%
1.31	22	0.1%
Other values (2032)	4492	22.5%
(Missing)	15240	76.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.5	4	< 0.1%
0.54	1	< 0.1%
0.55	1	< 0.1%
0.56	2	< 0.1%
0.57	4	< 0.1%
0.59	1	< 0.1%
0.6	6	< 0.1%
0.61	1	< 0.1%
0.615	1	< 0.1%
0.62	1	< 0.1%

Value	Count	Frequency (%)
21.04363636	1	< 0.1%
19.425	1	< 0.1%
19.12	1	< 0.1%
17.75	1	< 0.1%
17.42	1	< 0.1%
16.90266667	1	< 0.1%
16.73166667	1	< 0.1%
16.29333333	1	< 0.1%
15.94	1	< 0.1%
15.935	1	< 0.1%

Lactate-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1082
Distinct (%)	22.7%
Missing	15240
Missing (%)	76.2%
Infinite	0
Infinite (%)	0.0%
Mean	2.232431723

Minimum	0.5
Maximum	22.25
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.5
5-th percentile	0.84
Q1	1.24
median	1.7
Q3	2.5
95-th percentile	5.33075
Maximum	22.25
Range	21.75
Interquartile range (IQR)	1.26

Descriptive statistics

Standard deviation	1.83628181
Coefficient of variation (CV)	0.8225478033
Kurtosis	22.78210679
Mean	2.232431723
Median Absolute Deviation (MAD)	0.55
Skewness	3.919380805
Sum	10626.375
Variance	3.371930884
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.1	45	0.2%
1.2	41	0.2%
1.4	38	0.2%
1.3	36	0.2%
1	34	0.2%
0.9	30	0.1%
1.5	30	0.1%
1.08	29	0.1%
1.42	29	0.1%
1.35	29	0.1%
Other values (1072)	4419	22.1%
(Missing)	15240	76.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.5	4	< 0.1%
0.54	1	< 0.1%
0.55	1	< 0.1%
0.56	2	< 0.1%
0.57	4	< 0.1%
0.59	1	< 0.1%
0.6	8	< 0.1%
0.61	2	< 0.1%
0.615	1	< 0.1%
0.62	1	< 0.1%

Value	Count	Frequency (%)
22.25	1	< 0.1%
19.345	1	< 0.1%
19.12	1	< 0.1%
17.75	1	< 0.1%
17.42	1	< 0.1%
16.97	1	< 0.1%
16.96	1	< 0.1%
16.895	1	< 0.1%
16	1	< 0.1%
15.94	1	< 0.1%

Magnesium-min
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	58
Distinct (%)	0.4%
Missing	3543
Missing (%)	17.7%
Infinite	0
Infinite (%)	0.0%
Mean	1.904144133

Minimum	0.5
Maximum	6.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.5
5-th percentile	1.4
Q1	1.7
median	1.9
Q3	2.1
95-th percentile	2.4
Maximum	6.2
Range	5.7
Interquartile range (IQR)	0.4

Descriptive statistics

Standard deviation	0.3193901207
Coefficient of variation (CV)	0.1677342146
Kurtosis	9.487936571
Mean	1.904144133
Median Absolute Deviation (MAD)	0.2
Skewness	1.209795446
Sum	31336.5
Variance	0.1020100492
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.9	2741	13.7%
1.8	2459	12.3%
2	2113	10.6%
1.7	1793	9.0%
2.1	1619	8.1%
1.6	1220	6.1%
2.2	1074	5.4%
1.5	733	3.7%
2.3	681	3.4%
1.4	435	2.2%
Other values (48)	1589	7.9%
(Missing)	3543	17.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.5	2	< 0.1%
0.6	1	< 0.1%
0.7	1	< 0.1%
0.8	6	< 0.1%
0.9	15	0.1%
1	37	0.2%
1.1	66	0.3%
1.2	127	0.6%
1.3	250	1.2%
1.35	1	< 0.1%

Value	Count	Frequency (%)
6.2	1	< 0.1%
6	1	< 0.1%
5.4	1	< 0.1%
5.1	1	< 0.1%
5	1	< 0.1%
4.9	2	< 0.1%
4.8	1	< 0.1%
4.5	1	< 0.1%
4.3	1	< 0.1%
4.2	1	< 0.1%

Magnesium-max
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	70
Distinct (%)	0.4%
Missing	3543
Missing (%)	17.7%
Infinite	0
Infinite (%)	0.0%
Mean	2.148046424

Minimum	0.5
Maximum	9.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.5
5-th percentile	1.6
Q1	1.9
median	2.1
Q3	2.3
95-th percentile	2.8
Maximum	9.8
Range	9.3
Interquartile range (IQR)	0.4

Descriptive statistics

Standard deviation	0.4110517987
Coefficient of variation (CV)	0.1913607612
Kurtosis	30.69868694
Mean	2.148046424
Median Absolute Deviation (MAD)	0.2
Skewness	3.084404281
Sum	35350.4
Variance	0.1689635812
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	2343	11.7%
2.1	2287	11.4%
2.2	1991	10.0%
1.9	1712	8.6%
2.3	1551	7.8%
1.8	1258	6.3%
2.4	1091	5.5%
2.5	811	4.1%
1.7	754	3.8%
2.6	511	2.6%
Other values (60)	2148	10.7%
(Missing)	3543	17.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.5	1	< 0.1%
0.7	1	< 0.1%
0.9	2	< 0.1%
1	5	< 0.1%
1.1	16	0.1%
1.2	30	0.1%
1.3	65	0.3%
1.4	126	0.6%
1.45	1	< 0.1%
1.5	251	1.3%

Value	Count	Frequency (%)
9.8	1	< 0.1%
9.3	1	< 0.1%
8.1	1	< 0.1%
7.9	1	< 0.1%
7.6	1	< 0.1%
7	1	< 0.1%
6.5	1	< 0.1%
6.4	1	< 0.1%
6.2	2	< 0.1%
6.1	1	< 0.1%

Magnesium-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	516
Distinct (%)	3.1%
Missing	3543
Missing (%)	17.7%
Infinite	0
Infinite (%)	0.0%
Mean	2.024972919

Minimum	0.5
Maximum	8.042857143
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.5
5-th percentile	1.6
Q1	1.85
median	2
Q3	2.166666667
95-th percentile	2.5
Maximum	8.042857143
Range	7.542857143
Interquartile range (IQR)	0.3166666667

Descriptive statistics

Standard deviation	0.3178351334
Coefficient of variation (CV)	0.1569577205
Kurtosis	25.3527359
Mean	2.024972919
Median Absolute Deviation (MAD)	0.15
Skewness	2.493858888
Sum	33324.97932
Variance	0.101019172
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	1719	8.6%
1.9	1412	7.1%
2.1	1361	6.8%
1.8	1126	5.6%
2.2	848	4.2%
1.7	721	3.6%
2.3	569	2.8%
2.05	532	2.7%
1.85	425	2.1%
1.95	418	2.1%
Other values (506)	7326	36.6%
(Missing)	3543	17.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.5	1	< 0.1%
0.65	1	< 0.1%
0.9	2	< 0.1%
1	5	< 0.1%
1.05	1	< 0.1%
1.1	15	0.1%
1.15	2	< 0.1%
1.2	28	0.1%
1.2	1	< 0.1%
1.233333333	1	< 0.1%

Value	Count	Frequency (%)
8.042857143	1	< 0.1%
7.266666667	1	< 0.1%
6.35	1	< 0.1%
6.2	1	< 0.1%
6.033333333	1	< 0.1%
5.34	1	< 0.1%
5.3	1	< 0.1%
5.066666667	1	< 0.1%
5	1	< 0.1%
4.916666667	1	< 0.1%

Magnesium-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	117
Distinct (%)	0.7%
Missing	3543
Missing (%)	17.7%
Infinite	0
Infinite (%)	0.0%
Mean	2.024313362

Minimum	0.5
Maximum	8.4
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.5
5-th percentile	1.6
Q1	1.85
median	2
Q3	2.2
95-th percentile	2.5
Maximum	8.4
Range	7.9
Interquartile range (IQR)	0.35

Descriptive statistics

Standard deviation	0.3229414811
Coefficient of variation (CV)	0.1595313686
Kurtosis	25.67020394
Mean	2.024313362
Median Absolute Deviation (MAD)	0.15
Skewness	2.517298682
Sum	33314.125
Variance	0.1042912002
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	2241	11.2%
1.9	1917	9.6%
2.1	1816	9.1%
1.8	1350	6.8%
2.2	1276	6.4%
1.7	859	4.3%
2.3	836	4.2%
2.05	613	3.1%
1.6	505	2.5%
1.95	466	2.3%
Other values (107)	4578	22.9%
(Missing)	3543	17.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.5	1	< 0.1%
0.65	1	< 0.1%
0.9	2	< 0.1%
1	5	< 0.1%
1.05	1	< 0.1%
1.1	17	0.1%
1.15	2	< 0.1%
1.2	30	0.1%
1.2	1	< 0.1%
1.25	4	< 0.1%

Value	Count	Frequency (%)
8.4	1	< 0.1%
7.1	1	< 0.1%
6.35	1	< 0.1%
6.2	1	< 0.1%
5.7	1	< 0.1%
5.4	1	< 0.1%
5.3	1	< 0.1%
5.2	1	< 0.1%
5.15	1	< 0.1%
5	1	< 0.1%

Phosphate-min
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	125
Distinct (%)	1.1%
Missing	8365
Missing (%)	41.8%
Infinite	0
Infinite (%)	0.0%
Mean	3.240825097

Minimum	0.6
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.6
5-th percentile	1.5
Q1	2.4
median	3.1
Q3	3.8
95-th percentile	5.5
Maximum	12
Range	11.4
Interquartile range (IQR)	1.4

Descriptive statistics

Standard deviation	1.282144642
Coefficient of variation (CV)	0.3956229059
Kurtosis	4.757043014
Mean	3.240825097
Median Absolute Deviation (MAD)	0.7
Skewness	1.444106148
Sum	37707
Variance	1.643894884
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3	459	2.3%
2.9	454	2.3%
2.8	443	2.2%
3.2	436	2.2%
3.1	433	2.2%
3.4	429	2.1%
3.3	427	2.1%
3.5	417	2.1%
2.5	414	2.1%
2.4	413	2.1%
Other values (115)	7310	36.5%
(Missing)	8365	41.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.6	25	0.1%
0.7	16	0.1%
0.8	32	0.2%
0.85	1	< 0.1%
0.9	19	0.1%
1	80	0.4%
1.1	43	0.2%
1.2	76	0.4%
1.3	81	0.4%
1.4	96	0.5%

Value	Count	Frequency (%)
12	6	< 0.1%
11.8	1	< 0.1%
11.7	1	< 0.1%
11.6	1	< 0.1%
11.5	1	< 0.1%
11.4	2	< 0.1%
11.3	1	< 0.1%
11.2	1	< 0.1%
11	1	< 0.1%
10.9	1	< 0.1%

Phosphate-max
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	135
Distinct (%)	1.2%
Missing	8365
Missing (%)	41.8%
Infinite	0
Infinite (%)	0.0%
Mean	3.807700902

Minimum	0.6
Maximum	15.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.6
5-th percentile	2.2
Q1	3
median	3.6
Q3	4.3
95-th percentile	6.3
Maximum	15.5
Range	14.9
Interquartile range (IQR)	1.3

Descriptive statistics

Standard deviation	1.357147494
Coefficient of variation (CV)	0.3564217697
Kurtosis	6.398993699
Mean	3.807700902
Median Absolute Deviation (MAD)	0.7
Skewness	1.839090252
Sum	44302.6
Variance	1.841849321
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.4	523	2.6%
3.5	507	2.5%
3.3	506	2.5%
3.2	482	2.4%
3.6	479	2.4%
3.8	457	2.3%
3.1	449	2.2%
3.7	441	2.2%
2.9	441	2.2%
3	433	2.2%
Other values (125)	6917	34.6%
(Missing)	8365	41.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.6	3	< 0.1%
0.7	2	< 0.1%
0.8	7	< 0.1%
0.9	2	< 0.1%
1	12	0.1%
1.1	5	< 0.1%
1.2	12	0.1%
1.3	19	0.1%
1.4	13	0.1%
1.5	27	0.1%

Value	Count	Frequency (%)
15.5	1	< 0.1%
14.2	1	< 0.1%
12.7	1	< 0.1%
12.6	1	< 0.1%
12.2	2	< 0.1%
12	14	0.1%
11.8	2	< 0.1%
11.6	3	< 0.1%
11.5	1	< 0.1%
11.4	2	< 0.1%

Phosphate-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	823
Distinct (%)	7.1%
Missing	8365
Missing (%)	41.8%
Infinite	0
Infinite (%)	0.0%
Mean	3.519953026

Minimum	0.6
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.6
5-th percentile	2
Q1	2.75
median	3.3
Q3	4
95-th percentile	5.85
Maximum	12
Range	11.4
Interquartile range (IQR)	1.25

Descriptive statistics

Standard deviation	1.240452874
Coefficient of variation (CV)	0.3524060876
Kurtosis	5.718643859
Mean	3.519953026
Median Absolute Deviation (MAD)	0.6
Skewness	1.737128628
Sum	40954.65345
Variance	1.538723333
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3	354	1.8%
3.5	350	1.8%
3.4	347	1.7%
3.2	337	1.7%
3.3	321	1.6%
3.1	315	1.6%
2.9	314	1.6%
2.8	287	1.4%
3.6	279	1.4%
3.7	271	1.4%
Other values (813)	8460	42.3%
(Missing)	8365	41.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.6	3	< 0.1%
0.65	1	< 0.1%
0.7	1	< 0.1%
0.8	7	< 0.1%
0.85	2	< 0.1%
0.88	1	< 0.1%
0.9	1	< 0.1%
1	13	0.1%
1.033333333	1	< 0.1%
1.1	6	< 0.1%

Value	Count	Frequency (%)
12	6	< 0.1%
11.85	1	< 0.1%
11.8	1	< 0.1%
11.6	1	< 0.1%
11.5	1	< 0.1%
11.4	2	< 0.1%
11.3	1	< 0.1%
11.2	1	< 0.1%
11.13333333	1	< 0.1%
11	1	< 0.1%

Phosphate-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	284
Distinct (%)	2.4%
Missing	8365
Missing (%)	41.8%
Infinite	0
Infinite (%)	0.0%
Mean	3.51783627

Minimum	0.6
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.6
5-th percentile	2
Q1	2.75
median	3.3
Q3	4
95-th percentile	5.9
Maximum	12
Range	11.4
Interquartile range (IQR)	1.25

Descriptive statistics

Standard deviation	1.251250763
Coefficient of variation (CV)	0.3556876066
Kurtosis	5.73622451
Mean	3.51783627
Median Absolute Deviation (MAD)	0.6
Skewness	1.725705724
Sum	40930.025
Variance	1.565628473
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.2	407	2.0%
3.5	395	2.0%
3	394	2.0%
3.3	392	2.0%
3.4	390	1.9%
2.9	368	1.8%
2.8	364	1.8%
3.1	351	1.8%
3.7	328	1.6%
2.7	327	1.6%
Other values (274)	7919	39.6%
(Missing)	8365	41.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.6	4	< 0.1%
0.65	1	< 0.1%
0.7	2	< 0.1%
0.75	1	< 0.1%
0.8	7	< 0.1%
0.85	1	< 0.1%
0.9	2	< 0.1%
1	16	0.1%
1.1	10	0.1%
1.2	14	0.1%

Value	Count	Frequency (%)
12	7	< 0.1%
11.85	1	< 0.1%
11.8	1	< 0.1%
11.6	1	< 0.1%
11.5	1	< 0.1%
11.4	2	< 0.1%
11.3	1	< 0.1%
11.2	1	< 0.1%
11	1	< 0.1%
10.9	1	< 0.1%

Potassium-min
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	242
Distinct (%)	1.3%
Missing	1434
Missing (%)	7.2%
Infinite	0
Infinite (%)	0.0%
Mean	3.804321879

Minimum	1.3
Maximum	9.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	1.3
5-th percentile	3
Q1	3.5
median	3.8
Q3	4.1
95-th percentile	4.6
Maximum	9.8
Range	8.5
Interquartile range (IQR)	0.6

Descriptive statistics

Standard deviation	0.5139251116
Coefficient of variation (CV)	0.1350898079
Kurtosis	6.429641893
Mean	3.804321879
Median Absolute Deviation (MAD)	0.3
Skewness	0.8362609904
Sum	70631.04
Variance	0.2641190203
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.8	1666	8.3%
3.7	1662	8.3%
3.9	1571	7.9%
3.6	1537	7.7%
4	1320	6.6%
3.5	1269	6.3%
4.1	1140	5.7%
3.4	1070	5.3%
4.2	872	4.4%
3.3	858	4.3%
Other values (232)	5601	28.0%
(Missing)	1434	7.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.3	3	< 0.1%
1.4	2	< 0.1%
1.5	1	< 0.1%
1.7	2	< 0.1%
1.8	1	< 0.1%
1.9	5	< 0.1%
2	7	< 0.1%
2.1	6	< 0.1%
2.2	15	0.1%
2.3	17	0.1%

Value	Count	Frequency (%)
9.8	1	< 0.1%
9.4	2	< 0.1%
9.2	2	< 0.1%
8.2	1	< 0.1%
7.8	1	< 0.1%
7.6	3	< 0.1%
7.49	1	< 0.1%
7.4	2	< 0.1%
7.2	1	< 0.1%
7.1	1	< 0.1%

Potassium-max
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	278
Distinct (%)	1.5%
Missing	1434
Missing (%)	7.2%
Infinite	0
Infinite (%)	0.0%
Mean	4.325710438

Minimum	2.3
Maximum	15.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	2.3
5-th percentile	3.5
Q1	3.9
median	4.2
Q3	4.6
95-th percentile	5.5
Maximum	15.8
Range	13.5
Interquartile range (IQR)	0.7

Descriptive statistics

Standard deviation	0.72341582
Coefficient of variation (CV)	0.1672363026
Kurtosis	15.19444244
Mean	4.325710438
Median Absolute Deviation (MAD)	0.3
Skewness	2.574320567
Sum	80311.14
Variance	0.5233304487
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	1564	7.8%
4.1	1526	7.6%
4.2	1444	7.2%
4.3	1291	6.5%
3.9	1270	6.3%
4.4	1155	5.8%
3.8	1118	5.6%
4.5	926	4.6%
3.7	864	4.3%
4.6	797	4.0%
Other values (268)	6611	33.1%
(Missing)	1434	7.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.3	1	< 0.1%
2.4	1	< 0.1%
2.5	3	< 0.1%
2.6	5	< 0.1%
2.7	7	< 0.1%
2.8	11	0.1%
2.9	19	0.1%
3	45	0.2%
3.1	86	0.4%
3.2	97	0.5%

Value	Count	Frequency (%)
15.8	1	< 0.1%
11.8	1	< 0.1%
11.5	2	< 0.1%
10.8	2	< 0.1%
10.75	1	< 0.1%
10.6	3	< 0.1%
10.4	2	< 0.1%
10.2	1	< 0.1%
10	1	< 0.1%
9.8	4	< 0.1%

Potassium-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	2065
Distinct (%)	11.1%
Missing	1434
Missing (%)	7.2%
Infinite	0
Infinite (%)	0.0%
Mean	4.053526956

Minimum	1.825
Maximum	9.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	1.825
5-th percentile	3.366666667
Q1	3.75
median	4
Q3	4.3
95-th percentile	4.928961039
Maximum	9.8
Range	7.975
Interquartile range (IQR)	0.55

Descriptive statistics

Standard deviation	0.5033147111
Coefficient of variation (CV)	0.124167106
Kurtosis	7.23620474
Mean	4.053526956
Median Absolute Deviation (MAD)	0.2872115385
Skewness	1.397132282
Sum	75257.78146
Variance	0.2533256984
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	966	4.8%
3.9	857	4.3%
3.8	768	3.8%
4.1	765	3.8%
3.7	645	3.2%
4.2	562	2.8%
3.6	542	2.7%
4.3	474	2.4%
3.5	436	2.2%
4.4	383	1.9%
Other values (2055)	12168	60.8%
(Missing)	1434	7.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.825	1	< 0.1%
2.3	3	< 0.1%
2.325	1	< 0.1%
2.4	1	< 0.1%
2.48	1	< 0.1%
2.5	2	< 0.1%
2.533333333	1	< 0.1%
2.55	3	< 0.1%
2.566666667	1	< 0.1%
2.6	3	< 0.1%

Value	Count	Frequency (%)
9.8	1	< 0.1%
9.4	2	< 0.1%
9.2	2	< 0.1%
8.475	1	< 0.1%
8.2	1	< 0.1%
7.9	1	< 0.1%
7.8	1	< 0.1%
7.6	3	< 0.1%
7.595	1	< 0.1%
7.4	1	< 0.1%

Potassium-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	451
Distinct (%)	2.4%
Missing	1434
Missing (%)	7.2%
Infinite	0
Infinite (%)	0.0%
Mean	4.045369493

Minimum	1.575
Maximum	9.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	1.575
5-th percentile	3.35
Q1	3.7
median	4
Q3	4.3
95-th percentile	4.9
Maximum	9.8
Range	8.225
Interquartile range (IQR)	0.6

Descriptive statistics

Standard deviation	0.5023039386
Coefficient of variation (CV)	0.1241676291
Kurtosis	6.93451772
Mean	4.045369493
Median Absolute Deviation (MAD)	0.3
Skewness	1.326775252
Sum	75106.33
Variance	0.2523092467
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	1399	7.0%
3.9	1289	6.4%
3.8	1273	6.4%
4.1	1258	6.3%
3.7	1095	5.5%
4.2	881	4.4%
3.6	803	4.0%
4.3	720	3.6%
4.4	645	3.2%
3.5	613	3.1%
Other values (441)	8590	43.0%
(Missing)	1434	7.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.575	1	< 0.1%
2.25	2	< 0.1%
2.3	2	< 0.1%
2.35	1	< 0.1%
2.4	1	< 0.1%
2.5	7	< 0.1%
2.55	2	< 0.1%
2.6	8	< 0.1%
2.65	1	< 0.1%
2.7	12	0.1%

Value	Count	Frequency (%)
9.8	1	< 0.1%
9.4	2	< 0.1%
9.2	2	< 0.1%
8.2	1	< 0.1%
7.9	1	< 0.1%
7.8	1	< 0.1%
7.6	3	< 0.1%
7.595	1	< 0.1%
7.4	1	< 0.1%
7.35	1	< 0.1%

Bilirubin_total-min
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	170
Distinct (%)	2.0%
Missing	11522
Missing (%)	57.6%
Infinite	0
Infinite (%)	0.0%
Mean	1.146815287

Minimum	0.1
Maximum	49.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.3
Q1	0.5
median	0.7
Q3	1.1
95-th percentile	2.9
Maximum	49.2
Range	49.1
Interquartile range (IQR)	0.6

Descriptive statistics

Standard deviation	2.09573636
Coefficient of variation (CV)	1.827440203
Kurtosis	138.5951719
Mean	1.146815287
Median Absolute Deviation (MAD)	0.3
Skewness	10.10737183
Sum	9722.7
Variance	4.39211089
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6	946	4.7%
0.5	943	4.7%
0.4	869	4.3%
0.7	836	4.2%
0.8	701	3.5%
0.9	539	2.7%
0.3	516	2.6%
1	466	2.3%
1.1	347	1.7%
1.2	260	1.3%
Other values (160)	2055	10.3%
(Missing)	11522	57.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	54	0.3%
0.15	1	< 0.1%
0.2	219	1.1%
0.25	2	< 0.1%
0.3	516	2.6%
0.35	2	< 0.1%
0.4	869	4.3%
0.45	2	< 0.1%
0.5	943	4.7%
0.55	2	< 0.1%

Value	Count	Frequency (%)
49.2	1	< 0.1%
40.3	2	< 0.1%
36.2	1	< 0.1%
34.6	1	< 0.1%
34.3	1	< 0.1%
29.4	1	< 0.1%
29.3	1	< 0.1%
28.2	1	< 0.1%
27.2	1	< 0.1%
27	1	< 0.1%

Bilirubin_total-max
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	198
Distinct (%)	2.3%
Missing	11522
Missing (%)	57.6%
Infinite	0
Infinite (%)	0.0%
Mean	1.372605567

Minimum	0.1
Maximum	49.6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.3
Q1	0.6
median	0.8
Q3	1.3
95-th percentile	3.6
Maximum	49.6
Range	49.5
Interquartile range (IQR)	0.7

Descriptive statistics

Standard deviation	2.636673757
Coefficient of variation (CV)	1.920926025
Kurtosis	112.3733259
Mean	1.372605567
Median Absolute Deviation (MAD)	0.3
Skewness	9.205650692
Sum	11636.95
Variance	6.952048501
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6	851	4.3%
0.5	828	4.1%
0.7	823	4.1%
0.8	698	3.5%
0.4	686	3.4%
0.9	599	3.0%
1	499	2.5%
1.1	384	1.9%
0.3	376	1.9%
1.2	319	1.6%
Other values (188)	2415	12.1%
(Missing)	11522	57.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	30	0.1%
0.15	1	< 0.1%
0.2	147	0.7%
0.25	1	< 0.1%
0.3	376	1.9%
0.35	2	< 0.1%
0.4	686	3.4%
0.45	1	< 0.1%
0.5	828	4.1%
0.55	1	< 0.1%

Value	Count	Frequency (%)
49.6	2	< 0.1%
49.2	1	< 0.1%
45.3	1	< 0.1%
42.9	1	< 0.1%
40.9	1	< 0.1%
38.8	1	< 0.1%
37.5	1	< 0.1%
36.5	1	< 0.1%
34.7	1	< 0.1%
34	1	< 0.1%

Bilirubin_total-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	556
Distinct (%)	6.6%
Missing	11522
Missing (%)	57.6%
Infinite	0
Infinite (%)	0.0%
Mean	1.254390975

Minimum	0.1
Maximum	49.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.3
Q1	0.5
median	0.8
Q3	1.2
95-th percentile	3.121964286
Maximum	49.2
Range	49.1
Interquartile range (IQR)	0.7

Descriptive statistics

Standard deviation	2.316173178
Coefficient of variation (CV)	1.846452361
Kurtosis	121.4421744
Mean	1.254390975
Median Absolute Deviation (MAD)	0.3
Skewness	9.514188877
Sum	10634.72669
Variance	5.364658191
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6	739	3.7%
0.5	734	3.7%
0.7	688	3.4%
0.4	653	3.3%
0.8	561	2.8%
0.9	470	2.4%
1	379	1.9%
0.3	359	1.8%
1.1	281	1.4%
1.2	219	1.1%
Other values (546)	3395	17.0%
(Missing)	11522	57.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	30	0.1%
0.1333333333	1	< 0.1%
0.15	1	< 0.1%
0.15	2	< 0.1%
0.2	1	< 0.1%
0.2	150	0.8%
0.2333333333	1	< 0.1%
0.25	19	0.1%
0.2666666667	2	< 0.1%
0.275	1	< 0.1%

Value	Count	Frequency (%)
49.2	1	< 0.1%
45.43333333	1	< 0.1%
41.6	1	< 0.1%
39.24	1	< 0.1%
36.85	1	< 0.1%
35.5	1	< 0.1%
35.4	1	< 0.1%
34.65	1	< 0.1%
30.925	1	< 0.1%
29.4	1	< 0.1%

Bilirubin_total-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	286
Distinct (%)	3.4%
Missing	11522
Missing (%)	57.6%
Infinite	0
Infinite (%)	0.0%
Mean	1.249097665

Minimum	0.1
Maximum	49.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.3
Q1	0.5
median	0.8
Q3	1.2
95-th percentile	3.1
Maximum	49.2
Range	49.1
Interquartile range (IQR)	0.7

Descriptive statistics

Standard deviation	2.329118511
Coefficient of variation (CV)	1.864640834
Kurtosis	126.2752191
Mean	1.249097665
Median Absolute Deviation (MAD)	0.3
Skewness	9.704517087
Sum	10589.85
Variance	5.42479304
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6	794	4.0%
0.5	779	3.9%
0.7	760	3.8%
0.4	693	3.5%
0.8	623	3.1%
0.9	504	2.5%
1	409	2.0%
0.3	374	1.9%
1.1	320	1.6%
1.2	254	1.3%
Other values (276)	2968	14.8%
(Missing)	11522	57.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	32	0.2%
0.15	1	< 0.1%
0.15	2	< 0.1%
0.2	153	0.8%
0.25	19	0.1%
0.3	374	1.9%
0.3	14	0.1%
0.35	53	0.3%
0.4	693	3.5%
0.425	1	< 0.1%

Value	Count	Frequency (%)
49.2	1	< 0.1%
46.4	1	< 0.1%
43.3	1	< 0.1%
41.6	1	< 0.1%
36.85	1	< 0.1%
36.45	1	< 0.1%
35.4	1	< 0.1%
34.65	1	< 0.1%
31.2	1	< 0.1%
30.2	1	< 0.1%

TroponinI-min
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	972
Distinct (%)	14.8%
Missing	13436
Missing (%)	67.2%
Infinite	0
Infinite (%)	0.0%
Mean	3.581375686

Minimum	0.01
Maximum	349.05
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.01
5-th percentile	0.01
Q1	0.02
median	0.06
Q3	0.56
95-th percentile	21.1825
Maximum	349.05
Range	349.04
Interquartile range (IQR)	0.54

Descriptive statistics

Standard deviation	14.32076588
Coefficient of variation (CV)	3.998677362
Kurtosis	117.394797
Mean	3.581375686
Median Absolute Deviation (MAD)	0.05
Skewness	8.817558162
Sum	23508.15
Variance	205.0843353
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.01	1342	6.7%
0.03	894	4.5%
0.04	334	1.7%
0.02	332	1.7%
0.05	215	1.1%
0.06	188	0.9%
0.07	160	0.8%
0.08	126	0.6%
0.09	111	0.6%
0.1	92	0.5%
Other values (962)	2770	13.9%
(Missing)	13436	67.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01	1342	6.7%
0.02	332	1.7%
0.03	894	4.5%
0.04	334	1.7%
0.05	215	1.1%
0.06	188	0.9%
0.07	160	0.8%
0.08	126	0.6%
0.09	111	0.6%
0.1	92	0.5%

Value	Count	Frequency (%)
349.05	1	< 0.1%
219.62	1	< 0.1%
200	5	< 0.1%
180.08	1	< 0.1%
167	1	< 0.1%
164.53	1	< 0.1%
155.65	1	< 0.1%
153.34	1	< 0.1%
151.83	1	< 0.1%
149.34	1	< 0.1%

TroponinI-max
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1143
Distinct (%)	17.4%
Missing	13436
Missing (%)	67.2%
Infinite	0
Infinite (%)	0.0%
Mean	6.66932663

Minimum	0.01
Maximum	440
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.01
5-th percentile	0.01
Q1	0.03
median	0.09
Q3	1
95-th percentile	40
Maximum	440
Range	439.99
Interquartile range (IQR)	0.97

Descriptive statistics

Standard deviation	25.55908401
Coefficient of variation (CV)	3.832333522
Kurtosis	72.44230041
Mean	6.66932663
Median Absolute Deviation (MAD)	0.08
Skewness	7.321145882
Sum	43777.46
Variance	653.2667757
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.01	1209	6.0%
0.03	818	4.1%
0.02	346	1.7%
0.04	273	1.4%
0.05	187	0.9%
0.06	167	0.8%
0.07	163	0.8%
0.08	115	0.6%
0.1	109	0.5%
0.09	99	0.5%
Other values (1133)	3078	15.4%
(Missing)	13436	67.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01	1209	6.0%
0.02	346	1.7%
0.03	818	4.1%
0.04	273	1.4%
0.05	187	0.9%
0.06	167	0.8%
0.07	163	0.8%
0.08	115	0.6%
0.09	99	0.5%
0.1	109	0.5%

Value	Count	Frequency (%)
440	2	< 0.1%
394.03	1	< 0.1%
381.6	1	< 0.1%
325.31	1	< 0.1%
271.6	1	< 0.1%
243.81	1	< 0.1%
235.88	1	< 0.1%
226.78	1	< 0.1%
200	34	0.2%
199.41	1	< 0.1%

TroponinI-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1916
Distinct (%)	29.2%
Missing	13436
Missing (%)	67.2%
Infinite	0
Infinite (%)	0.0%
Mean	5.111238634

Minimum	0.01
Maximum	409.6833333
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.01
5-th percentile	0.01
Q1	0.03
median	0.08
Q3	0.8
95-th percentile	31.83739286
Maximum	409.6833333
Range	409.6733333
Interquartile range (IQR)	0.77

Descriptive statistics

Standard deviation	19.08923165
Coefficient of variation (CV)	3.734756488
Kurtosis	77.5875291
Mean	5.111238634
Median Absolute Deviation (MAD)	0.07
Skewness	7.324340532
Sum	33550.17039
Variance	364.3987648
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.01	1209	6.0%
0.03	775	3.9%
0.02	275	1.4%
0.04	237	1.2%
0.05	135	0.7%
0.07	113	0.6%
0.06	113	0.6%
0.08	78	0.4%
0.09	74	0.4%
0.1	56	0.3%
Other values (1906)	3499	17.5%
(Missing)	13436	67.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01	1209	6.0%
0.01142857143	1	< 0.1%
0.012	4	< 0.1%
0.0125	1	< 0.1%
0.01333333333	15	0.1%
0.014	2	< 0.1%
0.015	54	0.3%
0.01666666667	9	< 0.1%
0.01714285714	1	< 0.1%
0.0175	1	< 0.1%

Value	Count	Frequency (%)
409.6833333	1	< 0.1%
298.83	1	< 0.1%
219.285	1	< 0.1%
200	5	< 0.1%
187.8533333	1	< 0.1%
187.8525	1	< 0.1%
183.5	1	< 0.1%
181.6633333	1	< 0.1%
180.08	1	< 0.1%
177.6325	1	< 0.1%

TroponinI-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1372
Distinct (%)	20.9%
Missing	13436
Missing (%)	67.2%
Infinite	0
Infinite (%)	0.0%
Mean	5.093911487

Minimum	0.01
Maximum	440
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.01
5-th percentile	0.01
Q1	0.03
median	0.075
Q3	0.8
95-th percentile	32.0455
Maximum	440
Range	439.99
Interquartile range (IQR)	0.77

Descriptive statistics

Standard deviation	19.44571104
Coefficient of variation (CV)	3.81744188
Kurtosis	88.01086808
Mean	5.093911487
Median Absolute Deviation (MAD)	0.065
Skewness	7.757148428
Sum	33436.435
Variance	378.135678
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.01	1238	6.2%
0.03	805	4.0%
0.02	290	1.5%
0.04	256	1.3%
0.05	176	0.9%
0.06	144	0.7%
0.07	134	0.7%
0.08	100	0.5%
0.09	95	0.5%
0.1	81	0.4%
Other values (1362)	3245	16.2%
(Missing)	13436	67.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01	1238	6.2%
0.015	52	0.3%
0.02	290	1.5%
0.025	33	0.2%
0.03	805	4.0%
0.03	3	< 0.1%
0.035	1	< 0.1%
0.035	27	0.1%
0.04	256	1.3%
0.045	36	0.2%

Value	Count	Frequency (%)
440	1	< 0.1%
297.05	1	< 0.1%
200	12	0.1%
199.53	1	< 0.1%
194.095	1	< 0.1%
193.44	1	< 0.1%
190.04	1	< 0.1%
185.215	1	< 0.1%
183.5	1	< 0.1%
180.08	1	< 0.1%

Hct-min
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	436
Distinct (%)	2.4%
Missing	1953
Missing (%)	9.8%
Infinite	0
Infinite (%)	0.0%
Mean	31.26301213

Minimum	9.1
Maximum	65
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	9.1
5-th percentile	20.4
Q1	26.2
median	31.3
Q3	36.2
95-th percentile	42.2
Maximum	65
Range	55.9
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	6.804708332
Coefficient of variation (CV)	0.2176600355
Kurtosis	-0.3645388506
Mean	31.26301213
Median Absolute Deviation (MAD)	5
Skewness	0.08356011901
Sum	564203.58
Variance	46.30405548
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
33	113	0.6%
34	111	0.6%
32.4	110	0.5%
32.9	109	0.5%
37.3	105	0.5%
27	104	0.5%
34.3	104	0.5%
30.1	103	0.5%
29	103	0.5%
24	103	0.5%
Other values (426)	16982	84.9%
(Missing)	1953	9.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9.1	1	< 0.1%
9.3	1	< 0.1%
9.6	1	< 0.1%
10.7	1	< 0.1%
10.8	1	< 0.1%
11.5	1	< 0.1%
11.6	1	< 0.1%
12.4	1	< 0.1%
12.6	2	< 0.1%
12.7	2	< 0.1%

Value	Count	Frequency (%)
65	1	< 0.1%
63.4	1	< 0.1%
63.2	1	< 0.1%
58.8	1	< 0.1%
57.7	1	< 0.1%
56.1	1	< 0.1%
55.6	1	< 0.1%
55.3	1	< 0.1%
55.2	1	< 0.1%
54.9	1	< 0.1%

Hct-max
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	398
Distinct (%)	2.2%
Missing	1953
Missing (%)	9.8%
Infinite	0
Infinite (%)	0.0%
Mean	33.73967031

Minimum	9.3
Maximum	70.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	9.3
5-th percentile	24.5
Q1	29.1
median	33.4
Q3	37.9
95-th percentile	43.9
Maximum	70.2
Range	60.9
Interquartile range (IQR)	8.8

Descriptive statistics

Standard deviation	6.042713362
Coefficient of variation (CV)	0.1790981746
Kurtosis	-0.04736581214
Mean	33.73967031
Median Absolute Deviation (MAD)	4.4
Skewness	0.3138012684
Sum	608899.83
Variance	36.51438478
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
34	138	0.7%
36.1	125	0.6%
33	125	0.6%
29.1	124	0.6%
34.6	124	0.6%
33.4	121	0.6%
32.1	118	0.6%
33.5	117	0.6%
29	117	0.6%
35	116	0.6%
Other values (388)	16822	84.1%
(Missing)	1953	9.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9.3	1	< 0.1%
13.3	1	< 0.1%
14.4	1	< 0.1%
14.6	1	< 0.1%
15.5	1	< 0.1%
16	1	< 0.1%
16.7	1	< 0.1%
16.9	1	< 0.1%
17.4	1	< 0.1%
18.1	3	< 0.1%

Value	Count	Frequency (%)
70.2	1	< 0.1%
65	3	< 0.1%
62	1	< 0.1%
61.2	1	< 0.1%
60.2	1	< 0.1%
59.1	1	< 0.1%
59	1	< 0.1%
58	1	< 0.1%
57.4	1	< 0.1%
57.3	1	< 0.1%

Hct-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	2935
Distinct (%)	16.3%
Missing	1953
Missing (%)	9.8%
Infinite	0
Infinite (%)	0.0%
Mean	32.49811369

Minimum	9.3
Maximum	65
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	9.3
5-th percentile	23.13333333
Q1	27.63333333
median	32.3
Q3	36.95
95-th percentile	42.9
Maximum	65
Range	55.7
Interquartile range (IQR)	9.316666667

Descriptive statistics

Standard deviation	6.18521518
Coefficient of variation (CV)	0.1903253598
Kurtosis	-0.2909080435
Mean	32.49811369
Median Absolute Deviation (MAD)	4.65
Skewness	0.2744730185
Sum	586493.4577
Variance	38.25688683
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
33.5	82	0.4%
34	78	0.4%
35.5	72	0.4%
35	70	0.4%
29.5	70	0.4%
33.3	69	0.3%
34.6	68	0.3%
37	67	0.3%
33	66	0.3%
34.2	66	0.3%
Other values (2925)	17339	86.7%
(Missing)	1953	9.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9.3	1	< 0.1%
12.6	1	< 0.1%
13.3	1	< 0.1%
13.55	1	< 0.1%
14.6	1	< 0.1%
15.5	1	< 0.1%
16	1	< 0.1%
16.7	1	< 0.1%
16.93333333	1	< 0.1%
17.25	1	< 0.1%

Value	Count	Frequency (%)
65	1	< 0.1%
64.2	1	< 0.1%
64.1	1	< 0.1%
59.85	1	< 0.1%
59.8	1	< 0.1%
58.15	1	< 0.1%
57.16666667	1	< 0.1%
56.3	1	< 0.1%
55.725	1	< 0.1%
55.6	1	< 0.1%

Hct-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	917
Distinct (%)	5.1%
Missing	1953
Missing (%)	9.8%
Infinite	0
Infinite (%)	0.0%
Mean	32.49576135

Minimum	9.3
Maximum	65
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	9.3
5-th percentile	23.1
Q1	27.65
median	32.3
Q3	36.95
95-th percentile	42.885
Maximum	65
Range	55.7
Interquartile range (IQR)	9.3

Descriptive statistics

Standard deviation	6.19351436
Coefficient of variation (CV)	0.19059453
Kurtosis	-0.2796348538
Mean	32.49576135
Median Absolute Deviation (MAD)	4.65
Skewness	0.2665834415
Sum	586451.005
Variance	38.35962013
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
35	103	0.5%
33.5	101	0.5%
34	96	0.5%
35.5	95	0.5%
33.3	86	0.4%
29.6	86	0.4%
34.2	85	0.4%
33.2	85	0.4%
31.5	85	0.4%
30.1	84	0.4%
Other values (907)	17141	85.7%
(Missing)	1953	9.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9.3	1	< 0.1%
11.3	1	< 0.1%
13.3	1	< 0.1%
13.55	1	< 0.1%
14.6	1	< 0.1%
15.5	1	< 0.1%
15.75	1	< 0.1%
16	1	< 0.1%
16.3	1	< 0.1%
16.6	1	< 0.1%

Value	Count	Frequency (%)
65	1	< 0.1%
64.2	1	< 0.1%
64.1	1	< 0.1%
59.85	1	< 0.1%
59.6	1	< 0.1%
58.15	1	< 0.1%
57.1	1	< 0.1%
56.3	1	< 0.1%
55.6	1	< 0.1%
55.2	1	< 0.1%

Hgb-min
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	216
Distinct (%)	1.2%
Missing	1941
Missing (%)	9.7%
Infinite	0
Infinite (%)	0.0%
Mean	10.23865829

Minimum	2.3
Maximum	26.6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	2.3
5-th percentile	6.7
Q1	8.5
median	10.2
Q3	11.9
95-th percentile	14.1
Maximum	26.6
Range	24.3
Interquartile range (IQR)	3.4

Descriptive statistics

Standard deviation	2.330054737
Coefficient of variation (CV)	0.2275742262
Kurtosis	0.09243264671
Mean	10.23865829
Median Absolute Deviation (MAD)	1.7
Skewness	0.2868288395
Sum	184899.93
Variance	5.429155078
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9.9	298	1.5%
10.5	297	1.5%
9.1	285	1.4%
10.9	284	1.4%
9	283	1.4%
10.7	280	1.4%
10.3	279	1.4%
9.2	278	1.4%
11.3	277	1.4%
9.4	275	1.4%
Other values (206)	15223	76.1%
(Missing)	1941	9.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.3	1	< 0.1%
2.6	1	< 0.1%
2.8	1	< 0.1%
2.9	1	< 0.1%
3	1	< 0.1%
3.6	2	< 0.1%
3.7	2	< 0.1%
3.8	3	< 0.1%
3.9	1	< 0.1%
4	3	< 0.1%

Value	Count	Frequency (%)
26.6	1	< 0.1%
24.8	2	< 0.1%
23.8	1	< 0.1%
23.4	1	< 0.1%
21.6	1	< 0.1%
21.2	1	< 0.1%
21	1	< 0.1%
20.6	1	< 0.1%
20.3	1	< 0.1%
19.6	1	< 0.1%

Hgb-max
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	207
Distinct (%)	1.1%
Missing	1941
Missing (%)	9.7%
Infinite	0
Infinite (%)	0.0%
Mean	11.11210089

Minimum	2.6
Maximum	30
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	2.6
5-th percentile	8
Q1	9.5
median	10.9
Q3	12.5
95-th percentile	14.8
Maximum	30
Range	27.4
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.168950085
Coefficient of variation (CV)	0.1951881203
Kurtosis	1.340921459
Mean	11.11210089
Median Absolute Deviation (MAD)	1.5
Skewness	0.6569832784
Sum	200673.43
Variance	4.704344473
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10.1	333	1.7%
10.8	332	1.7%
11.3	326	1.6%
10.5	321	1.6%
9.2	320	1.6%
10.7	316	1.6%
11.2	316	1.6%
10.9	315	1.6%
11.7	312	1.6%
10.2	312	1.6%
Other values (197)	14856	74.3%
(Missing)	1941	9.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.6	1	< 0.1%
4	1	< 0.1%
4.3	1	< 0.1%
4.5	1	< 0.1%
4.8	1	< 0.1%
4.9	1	< 0.1%
5.1	1	< 0.1%
5.5	1	< 0.1%
5.6	2	< 0.1%
5.7	1	< 0.1%

Value	Count	Frequency (%)
30	1	< 0.1%
26.6	1	< 0.1%
25	1	< 0.1%
24.8	2	< 0.1%
24	1	< 0.1%
23.8	2	< 0.1%
23.6	3	< 0.1%
23.4	1	< 0.1%
23.2	1	< 0.1%
22.4	1	< 0.1%

Hgb-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1676
Distinct (%)	9.3%
Missing	1941
Missing (%)	9.7%
Infinite	0
Infinite (%)	0.0%
Mean	10.67069996

Minimum	2.6
Maximum	26.6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	2.6
5-th percentile	7.55
Q1	8.981666667
median	10.5
Q3	12.2
95-th percentile	14.4
Maximum	26.6
Range	24
Interquartile range (IQR)	3.218333333

Descriptive statistics

Standard deviation	2.145317107
Coefficient of variation (CV)	0.2010474585
Kurtosis	0.3100678804
Mean	10.67069996
Median Absolute Deviation (MAD)	1.6
Skewness	0.4759499628
Sum	192702.1706
Variance	4.602385491
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11.3	199	1.0%
10.5	189	0.9%
11.2	182	0.9%
11	181	0.9%
10.6	173	0.9%
9.5	172	0.9%
11.8	171	0.9%
11.7	169	0.8%
11.5	165	0.8%
10.9	165	0.8%
Other values (1666)	16293	81.5%
(Missing)	1941	9.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.6	1	< 0.1%
4	1	< 0.1%
4.3	1	< 0.1%
4.5	1	< 0.1%
4.8	1	< 0.1%
4.9	1	< 0.1%
5	1	< 0.1%
5.1	1	< 0.1%
5.133333333	1	< 0.1%
5.233333333	1	< 0.1%

Value	Count	Frequency (%)
26.6	1	< 0.1%
24.8	2	< 0.1%
23.8	1	< 0.1%
23.5	1	< 0.1%
22.5	1	< 0.1%
21.6	1	< 0.1%
21.2	1	< 0.1%
21	1	< 0.1%
20.6	1	< 0.1%
20.55	1	< 0.1%

Hgb-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	398
Distinct (%)	2.2%
Missing	1941
Missing (%)	9.7%
Infinite	0
Infinite (%)	0.0%
Mean	10.6649042

Minimum	2.6
Maximum	26.6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	2.6
5-th percentile	7.55
Q1	9
median	10.5
Q3	12.15
95-th percentile	14.4
Maximum	26.6
Range	24
Interquartile range (IQR)	3.15

Descriptive statistics

Standard deviation	2.147157958
Coefficient of variation (CV)	0.2013293244
Kurtosis	0.3215379227
Mean	10.6649042
Median Absolute Deviation (MAD)	1.6
Skewness	0.4779463755
Sum	192597.505
Variance	4.610287296
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11.3	259	1.3%
10.8	247	1.2%
9.3	246	1.2%
10.5	232	1.2%
9.5	231	1.2%
9.2	231	1.2%
8.5	230	1.1%
10.6	227	1.1%
11	226	1.1%
10.3	226	1.1%
Other values (388)	15704	78.5%
(Missing)	1941	9.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.6	1	< 0.1%
4	1	< 0.1%
4.3	1	< 0.1%
4.5	1	< 0.1%
4.8	1	< 0.1%
4.9	1	< 0.1%
5	1	< 0.1%
5.1	1	< 0.1%
5.2	2	< 0.1%
5.35	1	< 0.1%

Value	Count	Frequency (%)
26.6	1	< 0.1%
24.8	2	< 0.1%
23.8	1	< 0.1%
23.5	1	< 0.1%
22.5	1	< 0.1%
21.6	1	< 0.1%
21.2	1	< 0.1%
21	1	< 0.1%
20.6	1	< 0.1%
20.55	1	< 0.1%

PTT-min
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	566
Distinct (%)	12.9%
Missing	15602
Missing (%)	78.0%
Infinite	0
Infinite (%)	0.0%
Mean	35.85675307

Minimum	20
Maximum	250
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	20
5-th percentile	23.3
Q1	27.4
median	30.5
Q3	35.3
95-th percentile	62.5
Maximum	250
Range	230
Interquartile range (IQR)	7.9

Descriptive statistics

Standard deviation	22.81357629
Coefficient of variation (CV)	0.6362421116
Kurtosis	43.9425364
Mean	35.85675307
Median Absolute Deviation (MAD)	3.6
Skewness	5.941973984
Sum	157698
Variance	520.459263
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
27.3	46	0.2%
28	45	0.2%
29.6	45	0.2%
30.7	45	0.2%
30	44	0.2%
30.8	43	0.2%
30.4	43	0.2%
27.4	40	0.2%
31.3	40	0.2%
31.7	39	0.2%
Other values (556)	3968	19.8%
(Missing)	15602	78.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20	38	0.2%
20.1	5	< 0.1%
20.3	2	< 0.1%
20.4	3	< 0.1%
20.5	3	< 0.1%
20.6	4	< 0.1%
20.7	1	< 0.1%
20.8	3	< 0.1%
20.9	7	< 0.1%
21	4	< 0.1%

Value	Count	Frequency (%)
250	3	< 0.1%
249.9	4	< 0.1%
249	12	0.1%
237.5	1	< 0.1%
216.5	1	< 0.1%
212.3	1	< 0.1%
204.9	1	< 0.1%
200.8	1	< 0.1%
196.8	1	< 0.1%
195.5	1	< 0.1%

PTT-max
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	747
Distinct (%)	17.0%
Missing	15602
Missing (%)	78.0%
Infinite	0
Infinite (%)	0.0%
Mean	44.49657799

Minimum	20
Maximum	250
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	20
5-th percentile	24.2
Q1	28.4
median	32
Q3	40.3
95-th percentile	119.7125
Maximum	250
Range	230
Interquartile range (IQR)	11.9

Descriptive statistics

Standard deviation	39.26047598
Coefficient of variation (CV)	0.8823257372
Kurtosis	15.02148047
Mean	44.49657799
Median Absolute Deviation (MAD)	4.7
Skewness	3.779902636
Sum	195695.95
Variance	1541.384974
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
249	56	0.3%
28.9	41	0.2%
28.8	39	0.2%
30.8	38	0.2%
28	36	0.2%
27.3	36	0.2%
30.7	36	0.2%
28.6	36	0.2%
29.7	35	0.2%
31.3	35	0.2%
Other values (737)	4010	20.1%
(Missing)	15602	78.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20	21	0.1%
20.1	3	< 0.1%
20.3	1	< 0.1%
20.4	3	< 0.1%
20.5	2	< 0.1%
20.6	2	< 0.1%
20.7	1	< 0.1%
20.8	3	< 0.1%
20.9	5	< 0.1%
21	4	< 0.1%

Value	Count	Frequency (%)
250	10	0.1%
249.9	13	0.1%
249	56	0.3%
248.7	1	< 0.1%
248	1	< 0.1%
247.5	1	< 0.1%
247	2	< 0.1%
246.8	1	< 0.1%
238.1	1	< 0.1%
237.5	1	< 0.1%

PTT-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1291
Distinct (%)	29.4%
Missing	15602
Missing (%)	78.0%
Infinite	0
Infinite (%)	0.0%
Mean	39.51081585

Minimum	20
Maximum	250
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	20
5-th percentile	24
Q1	28.1
median	31.56071429
Q3	38.2
95-th percentile	84.2
Maximum	250
Range	230
Interquartile range (IQR)	10.1

Descriptive statistics

Standard deviation	26.94099795
Coefficient of variation (CV)	0.6818638737
Kurtosis	24.01269074
Mean	39.51081585
Median Absolute Deviation (MAD)	4.260714286
Skewness	4.399903085
Sum	173768.5681
Variance	725.8173705
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
28	37	0.2%
30.7	35	0.2%
27.3	35	0.2%
28.6	34	0.2%
28.9	34	0.2%
28.7	33	0.2%
29.5	33	0.2%
28.5	33	0.2%
30.4	32	0.2%
28.8	31	0.2%
Other values (1281)	4061	20.3%
(Missing)	15602	78.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20	21	0.1%
20.1	3	< 0.1%
20.3	1	< 0.1%
20.4	3	< 0.1%
20.5	2	< 0.1%
20.6	2	< 0.1%
20.7	1	< 0.1%
20.8	4	< 0.1%
20.9	5	< 0.1%
21	4	< 0.1%

Value	Count	Frequency (%)
250	3	< 0.1%
249.9	4	< 0.1%
249	12	0.1%
237.5	1	< 0.1%
234.35	1	< 0.1%
212.7166667	1	< 0.1%
212.3	1	< 0.1%
206	1	< 0.1%
204.9	1	< 0.1%
203.4125	1	< 0.1%

PTT-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	925
Distinct (%)	21.0%
Missing	15602
Missing (%)	78.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.87937131

Minimum	20
Maximum	250
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	20
5-th percentile	24
Q1	28.05
median	31.4125
Q3	37.6
95-th percentile	79.765
Maximum	250
Range	230
Interquartile range (IQR)	9.55

Descriptive statistics

Standard deviation	26.84004152
Coefficient of variation (CV)	0.6903414489
Kurtosis	28.13037137
Mean	38.87937131
Median Absolute Deviation (MAD)	4.1125
Skewness	4.797294311
Sum	170991.475
Variance	720.3878287
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
28.9	38	0.2%
28.6	37	0.2%
27.3	37	0.2%
30.4	36	0.2%
30.8	35	0.2%
30.7	35	0.2%
28	35	0.2%
29.5	35	0.2%
28.8	34	0.2%
29.6	34	0.2%
Other values (915)	4042	20.2%
(Missing)	15602	78.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20	21	0.1%
20.1	3	< 0.1%
20.3	1	< 0.1%
20.4	3	< 0.1%
20.5	2	< 0.1%
20.6	2	< 0.1%
20.7	1	< 0.1%
20.8	4	< 0.1%
20.9	6	< 0.1%
21	4	< 0.1%

Value	Count	Frequency (%)
250	3	< 0.1%
249.9	5	< 0.1%
249	16	0.1%
237.5	1	< 0.1%
235.5	1	< 0.1%
224.4	1	< 0.1%
212.3	1	< 0.1%
210.6	1	< 0.1%
206	1	< 0.1%
204.9	1	< 0.1%

WBC-min
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	405
Distinct (%)	2.2%
Missing	2000
Missing (%)	10.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.320386667

Minimum	0.1
Maximum	296.1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.1
5-th percentile	3.9
Q1	6.3
median	8.5
Q3	11.2
95-th percentile	16.9
Maximum	296.1
Range	296
Interquartile range (IQR)	4.9

Descriptive statistics

Standard deviation	5.69375804
Coefficient of variation (CV)	0.6108929
Kurtosis	491.5408061
Mean	9.320386667
Median Absolute Deviation (MAD)	2.4
Skewness	13.90233237
Sum	167766.96
Variance	32.41888062
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.2	250	1.2%
7	239	1.2%
7.4	238	1.2%
8.6	232	1.2%
7.6	230	1.1%
7.8	229	1.1%
8	224	1.1%
6	222	1.1%
6.4	222	1.1%
8.2	219	1.1%
Other values (395)	15695	78.5%
(Missing)	2000	10.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	12	0.1%
0.2	4	< 0.1%
0.3	3	< 0.1%
0.4	5	< 0.1%
0.5	2	< 0.1%
0.6	4	< 0.1%
0.7	5	< 0.1%
0.8	2	< 0.1%
0.9	3	< 0.1%
1	5	< 0.1%

Value	Count	Frequency (%)
296.1	1	< 0.1%
152.9	1	< 0.1%
150.6	1	< 0.1%
144.9	1	< 0.1%
142.2	1	< 0.1%
140.4	1	< 0.1%
137.7	1	< 0.1%
119.5	1	< 0.1%
118	1	< 0.1%
104.1	1	< 0.1%

WBC-max
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	481
Distinct (%)	2.7%
Missing	2000
Missing (%)	10.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.40393778

Minimum	0.1
Maximum	440
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.1
5-th percentile	4.6
Q1	7.5
median	10.2
Q3	13.7
95-th percentile	21.3
Maximum	440
Range	439.9
Interquartile range (IQR)	6.2

Descriptive statistics

Standard deviation	8.307665789
Coefficient of variation (CV)	0.7284909783
Kurtosis	747.5277041
Mean	11.40393778
Median Absolute Deviation (MAD)	3
Skewness	19.03370792
Sum	205270.88
Variance	69.01731086
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.6	202	1.0%
8.2	196	1.0%
8.8	195	1.0%
7.4	194	1.0%
8	186	0.9%
10	186	0.9%
7.8	186	0.9%
9.4	183	0.9%
9.2	180	0.9%
10.4	180	0.9%
Other values (471)	16112	80.6%
(Missing)	2000	10.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	9	< 0.1%
0.2	3	< 0.1%
0.3	3	< 0.1%
0.4	5	< 0.1%
0.5	2	< 0.1%
0.6	3	< 0.1%
0.8	1	< 0.1%
0.9	3	< 0.1%
1	1	< 0.1%
1.1	2	< 0.1%

Value	Count	Frequency (%)
440	1	< 0.1%
387	1	< 0.1%
251	1	< 0.1%
215.3	1	< 0.1%
199.2	1	< 0.1%
182.6	1	< 0.1%
169.7	1	< 0.1%
166.2	1	< 0.1%
152.9	1	< 0.1%
144.9	1	< 0.1%

WBC-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	2359
Distinct (%)	13.1%
Missing	2000
Missing (%)	10.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.31449188

Minimum	0.1
Maximum	328.3666667
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.1
5-th percentile	4.4
Q1	7.05
median	9.45
Q3	12.35
95-th percentile	18.5
Maximum	328.3666667
Range	328.2666667
Interquartile range (IQR)	5.3

Descriptive statistics

Standard deviation	6.47318033
Coefficient of variation (CV)	0.6275811167
Kurtosis	495.4497009
Mean	10.31449188
Median Absolute Deviation (MAD)	2.616666667
Skewness	14.65031786
Sum	185660.8538
Variance	41.90206358
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.8	135	0.7%
7.4	124	0.6%
7	120	0.6%
7.5	118	0.6%
8.2	117	0.6%
7.6	117	0.6%
9.4	116	0.6%
7.2	116	0.6%
8	116	0.6%
8.6	116	0.6%
Other values (2349)	16805	84.0%
(Missing)	2000	10.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	6	< 0.1%
0.1	3	< 0.1%
0.1666666667	1	< 0.1%
0.2	2	< 0.1%
0.3	3	< 0.1%
0.3	1	< 0.1%
0.4	5	< 0.1%
0.4333333333	1	< 0.1%
0.5	1	< 0.1%
0.6	2	< 0.1%

Value	Count	Frequency (%)
328.3666667	1	< 0.1%
200.8	1	< 0.1%
186.125	1	< 0.1%
168.12	1	< 0.1%
163.56	1	< 0.1%
152.9	1	< 0.1%
144.9	1	< 0.1%
142.2	1	< 0.1%
136.9	1	< 0.1%
131.0333333	1	< 0.1%

WBC-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	868
Distinct (%)	4.8%
Missing	2000
Missing (%)	10.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.27482528

Minimum	0.1
Maximum	302
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.1
5-th percentile	4.4
Q1	7
median	9.4
Q3	12.3
95-th percentile	18.5
Maximum	302
Range	301.9
Interquartile range (IQR)	5.3

Descriptive statistics

Standard deviation	6.378892202
Coefficient of variation (CV)	0.6208273162
Kurtosis	412.8860134
Mean	10.27482528
Median Absolute Deviation (MAD)	2.6
Skewness	13.38156119
Sum	184946.855
Variance	40.69026572
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.8	188	0.9%
7.4	170	0.9%
9.8	165	0.8%
10	161	0.8%
8.6	159	0.8%
7.6	152	0.8%
8	151	0.8%
7.1	150	0.8%
8.2	149	0.7%
8.4	148	0.7%
Other values (858)	16407	82.0%
(Missing)	2000	10.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	10	0.1%
0.2	3	< 0.1%
0.3	3	< 0.1%
0.3	1	< 0.1%
0.4	6	< 0.1%
0.5	1	< 0.1%
0.6	2	< 0.1%
0.75	1	< 0.1%
0.8	4	< 0.1%
0.9	1	< 0.1%

Value	Count	Frequency (%)
302	1	< 0.1%
200.8	1	< 0.1%
179.2	1	< 0.1%
165.1	1	< 0.1%
152.9	1	< 0.1%
144.9	1	< 0.1%
143	1	< 0.1%
142.2	1	< 0.1%
136.9	1	< 0.1%
135.6	1	< 0.1%

Fibrinogen-min
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	518
Distinct (%)	26.6%
Missing	18052
Missing (%)	90.3%
Infinite	0
Infinite (%)	0.0%
Mean	270.0433778

Minimum	35
Maximum	1000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	35
5-th percentile	101.35
Q1	176
median	233
Q3	324
95-th percentile	573.15
Maximum	1000
Range	965
Interquartile range (IQR)	148

Descriptive statistics

Standard deviation	146.7863663
Coefficient of variation (CV)	0.54356588
Kurtosis	3.861013099
Mean	270.0433778
Median Absolute Deviation (MAD)	71
Skewness	1.657538313
Sum	526044.5
Variance	21546.23733
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
217	22	0.1%
200	18	0.1%
230	15	0.1%
213	15	0.1%
240	14	0.1%
151	14	0.1%
219	14	0.1%
202	14	0.1%
214	13	0.1%
208	13	0.1%
Other values (508)	1796	9.0%
(Missing)	18052	90.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
35	8	< 0.1%
41	1	< 0.1%
42	2	< 0.1%
46	3	< 0.1%
48	2	< 0.1%
50	1	< 0.1%
51	2	< 0.1%
52	4	< 0.1%
53	1	< 0.1%
57	1	< 0.1%

Value	Count	Frequency (%)
1000	6	< 0.1%
954	1	< 0.1%
945	1	< 0.1%
919	1	< 0.1%
912	1	< 0.1%
888	1	< 0.1%
882	1	< 0.1%
878	1	< 0.1%
867	1	< 0.1%
836	1	< 0.1%

Fibrinogen-max
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	539
Distinct (%)	27.7%
Missing	18052
Missing (%)	90.3%
Infinite	0
Infinite (%)	0.0%
Mean	322.0056468

Minimum	35
Maximum	1179
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	35
5-th percentile	147.35
Q1	217
median	288
Q3	386
95-th percentile	636.3
Maximum	1179
Range	1144
Interquartile range (IQR)	169

Descriptive statistics

Standard deviation	154.5451557
Coefficient of variation (CV)	0.4799454831
Kurtosis	3.148556483
Mean	322.0056468
Median Absolute Deviation (MAD)	80
Skewness	1.529860586
Sum	627267
Variance	23884.20516
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
217	20	0.1%
200	15	0.1%
230	14	0.1%
305	13	0.1%
236	13	0.1%
334	13	0.1%
208	13	0.1%
280	12	0.1%
229	12	0.1%
215	12	0.1%
Other values (529)	1811	9.1%
(Missing)	18052	90.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
35	1	< 0.1%
58	1	< 0.1%
61	2	< 0.1%
62	1	< 0.1%
65	1	< 0.1%
70	1	< 0.1%
71	1	< 0.1%
76	1	< 0.1%
81	2	< 0.1%
86	1	< 0.1%

Value	Count	Frequency (%)
1179	1	< 0.1%
1000	8	< 0.1%
966	1	< 0.1%
954	2	< 0.1%
945	1	< 0.1%
932	1	< 0.1%
919	1	< 0.1%
912	1	< 0.1%
901	1	< 0.1%
897	1	< 0.1%

Fibrinogen-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	955
Distinct (%)	49.0%
Missing	18052
Missing (%)	90.3%
Infinite	0
Infinite (%)	0.0%
Mean	294.67792

Minimum	35
Maximum	1000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	35
5-th percentile	136.21
Q1	202
median	260.1666667
Q3	349.625
95-th percentile	583.65
Maximum	1000
Range	965
Interquartile range (IQR)	147.625

Descriptive statistics

Standard deviation	142.6140188
Coefficient of variation (CV)	0.483965744
Kurtosis	3.77128363
Mean	294.67792
Median Absolute Deviation (MAD)	68.44047619
Skewness	1.660304846
Sum	574032.5881
Variance	20338.75835
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
217	18	0.1%
230	12	0.1%
200	12	0.1%
203	11	0.1%
219	10	0.1%
208	10	0.1%
215	10	0.1%
232	10	0.1%
284	9	< 0.1%
234	9	< 0.1%
Other values (945)	1837	9.2%
(Missing)	18052	90.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
35	1	< 0.1%
55.5	1	< 0.1%
56.5	1	< 0.1%
59.5	1	< 0.1%
61	1	< 0.1%
64	1	< 0.1%
65	1	< 0.1%
67.33333333	1	< 0.1%
70	1	< 0.1%
71	1	< 0.1%

Value	Count	Frequency (%)
1000	6	< 0.1%
954	1	< 0.1%
945	1	< 0.1%
919	1	< 0.1%
912	1	< 0.1%
888	1	< 0.1%
882	1	< 0.1%
878	1	< 0.1%
871.8333333	1	< 0.1%
867	1	< 0.1%

Fibrinogen-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	674
Distinct (%)	34.6%
Missing	18052
Missing (%)	90.3%
Infinite	0
Infinite (%)	0.0%
Mean	293.2234343

Minimum	35
Maximum	1000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	35
5-th percentile	133
Q1	200
median	258
Q3	346.625
95-th percentile	582.325
Maximum	1000
Range	965
Interquartile range (IQR)	146.625

Descriptive statistics

Standard deviation	143.5018304
Coefficient of variation (CV)	0.4893941398
Kurtosis	3.760735246
Mean	293.2234343
Median Absolute Deviation (MAD)	69.75
Skewness	1.657971955
Sum	571199.25
Variance	20592.77533
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
217	18	0.1%
230	15	0.1%
215	14	0.1%
200	13	0.1%
219	12	0.1%
247	11	0.1%
190	11	0.1%
208	11	0.1%
154	11	0.1%
250	11	0.1%
Other values (664)	1821	9.1%
(Missing)	18052	90.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
35	1	< 0.1%
55.5	1	< 0.1%
56.5	1	< 0.1%
59.5	1	< 0.1%
60	1	< 0.1%
61	2	< 0.1%
62	1	< 0.1%
64	1	< 0.1%
65	1	< 0.1%
70	1	< 0.1%

Value	Count	Frequency (%)
1000	6	< 0.1%
954	1	< 0.1%
945	1	< 0.1%
919	1	< 0.1%
912	1	< 0.1%
888	1	< 0.1%
884.5	1	< 0.1%
882	1	< 0.1%
878	1	< 0.1%
867	1	< 0.1%

Platelets-min
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	624
Distinct (%)	3.5%
Missing	1992
Missing (%)	10.0%
Infinite	0
Infinite (%)	0.0%
Mean	190.2616892

Minimum	1
Maximum	2322
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	1
5-th percentile	65
Q1	129
median	180
Q3	238
95-th percentile	348.65
Maximum	2322
Range	2321
Interquartile range (IQR)	109

Descriptive statistics

Standard deviation	92.41697197
Coefficient of variation (CV)	0.4857361056
Kurtosis	19.13541482
Mean	190.2616892
Median Absolute Deviation (MAD)	54
Skewness	1.846470537
Sum	3426232.5
Variance	8540.896709
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
180	109	0.5%
141	109	0.5%
183	107	0.5%
162	105	0.5%
166	105	0.5%
167	102	0.5%
168	101	0.5%
175	101	0.5%
159	101	0.5%
182	98	0.5%
Other values (614)	16970	84.9%
(Missing)	1992	10.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	4	< 0.1%
3	2	< 0.1%
4	7	< 0.1%
5	2	< 0.1%
6	1	< 0.1%
7	2	< 0.1%
8	3	< 0.1%
9	2	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
2322	1	< 0.1%
920	1	< 0.1%
838	1	< 0.1%
822	1	< 0.1%
811	1	< 0.1%
806	1	< 0.1%
803	1	< 0.1%
792	1	< 0.1%
782	1	< 0.1%
773	1	< 0.1%

Platelets-max
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	651
Distinct (%)	3.6%
Missing	1992
Missing (%)	10.0%
Infinite	0
Infinite (%)	0.0%
Mean	212.581908

Minimum	4
Maximum	2322
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	4
5-th percentile	88
Q1	149
median	199.5
Q3	259
95-th percentile	378.65
Maximum	2322
Range	2318
Interquartile range (IQR)	110

Descriptive statistics

Standard deviation	96.25496857
Coefficient of variation (CV)	0.4527900303
Kurtosis	17.39453052
Mean	212.581908
Median Absolute Deviation (MAD)	54.5
Skewness	1.946998427
Sum	3828175
Variance	9265.018975
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
167	112	0.6%
206	104	0.5%
178	102	0.5%
175	102	0.5%
204	100	0.5%
187	99	0.5%
202	99	0.5%
173	99	0.5%
158	98	0.5%
176	98	0.5%
Other values (641)	16995	85.0%
(Missing)	1992	10.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4	2	< 0.1%
5	3	< 0.1%
6	1	< 0.1%
7	2	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
11	3	< 0.1%
13	1	< 0.1%
14	1	< 0.1%
15	1	< 0.1%

Value	Count	Frequency (%)
2322	1	< 0.1%
1140	1	< 0.1%
1036	1	< 0.1%
984	1	< 0.1%
965	1	< 0.1%
932	1	< 0.1%
907	1	< 0.1%
869	1	< 0.1%
865	1	< 0.1%
854	1	< 0.1%

Platelets-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	2817
Distinct (%)	15.6%
Missing	1992
Missing (%)	10.0%
Infinite	0
Infinite (%)	0.0%
Mean	201.0262893

Minimum	4
Maximum	2322
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	4
5-th percentile	78.84791667
Q1	139.5
median	189
Q3	248
95-th percentile	360.5
Maximum	2322
Range	2318
Interquartile range (IQR)	108.5

Descriptive statistics

Standard deviation	92.86094032
Coefficient of variation (CV)	0.4619343105
Kurtosis	19.09495413
Mean	201.0262893
Median Absolute Deviation (MAD)	54
Skewness	1.932377351
Sum	3620081.417
Variance	8623.154238
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
206	77	0.4%
182	74	0.4%
158	71	0.4%
186	70	0.4%
162	68	0.3%
167	67	0.3%
168	67	0.3%
200	66	0.3%
173	66	0.3%
165	66	0.3%
Other values (2807)	17316	86.6%
(Missing)	1992	10.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4	2	< 0.1%
4.5	2	< 0.1%
5	3	< 0.1%
7	2	< 0.1%
8	1	< 0.1%
10	1	< 0.1%
11	3	< 0.1%
11.33333333	1	< 0.1%
11.5	1	< 0.1%
11.75	1	< 0.1%

Value	Count	Frequency (%)
2322	1	< 0.1%
1022.666667	1	< 0.1%
893.5	1	< 0.1%
876.6666667	1	< 0.1%
876.25	1	< 0.1%
848.6666667	1	< 0.1%
838	2	< 0.1%
831	1	< 0.1%
829	1	< 0.1%
822	1	< 0.1%

Platelets-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1065
Distinct (%)	5.9%
Missing	1992
Missing (%)	10.0%
Infinite	0
Infinite (%)	0.0%
Mean	200.6354953

Minimum	3
Maximum	2322
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	3
5-th percentile	77.5
Q1	139
median	189
Q3	247.625
95-th percentile	360.5
Maximum	2322
Range	2319
Interquartile range (IQR)	108.625

Descriptive statistics

Standard deviation	93.09205897
Coefficient of variation (CV)	0.4639859902
Kurtosis	18.94566391
Mean	200.6354953
Median Absolute Deviation (MAD)	54
Skewness	1.921419293
Sum	3613044
Variance	8666.131443
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
206	89	0.4%
186	87	0.4%
158	85	0.4%
141	85	0.4%
173	83	0.4%
187	83	0.4%
182	83	0.4%
168	82	0.4%
167	81	0.4%
165	80	0.4%
Other values (1055)	17170	85.9%
(Missing)	1992	10.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	1	< 0.1%
4	2	< 0.1%
4.5	2	< 0.1%
5	2	< 0.1%
5.5	1	< 0.1%
7	1	< 0.1%
7.5	1	< 0.1%
8	2	< 0.1%
10	2	< 0.1%
10.5	1	< 0.1%

Value	Count	Frequency (%)
2322	1	< 0.1%
1008	1	< 0.1%
909	1	< 0.1%
893.5	1	< 0.1%
866	1	< 0.1%
855	1	< 0.1%
854	1	< 0.1%
838	1	< 0.1%
834	1	< 0.1%
831	1	< 0.1%

Age-min
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	77
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	60.6488

Minimum	14
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	14
5-th percentile	30
Q1	50
median	62
Q3	72
95-th percentile	85
Maximum	100
Range	86
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	16.67181022
Coefficient of variation (CV)	0.2748910155
Kurtosis	-0.1562598942
Mean	60.6488
Median Absolute Deviation (MAD)	11
Skewness	-0.2649819802
Sum	1212976
Variance	277.949256
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
67	572	2.9%
68	539	2.7%
66	512	2.6%
65	510	2.5%
61	498	2.5%
69	495	2.5%
71	481	2.4%
62	477	2.4%
63	470	2.4%
70	467	2.3%
Other values (67)	14979	74.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
14	2	< 0.1%
15	2	< 0.1%
16	5	< 0.1%
17	13	0.1%
18	32	0.2%
19	54	0.3%
20	65	0.3%
21	99	0.5%
22	59	0.3%
23	77	0.4%

Value	Count	Frequency (%)
100	392	2.0%
89	111	0.6%
88	138	0.7%
87	145	0.7%
86	187	0.9%
85	187	0.9%
84	206	1.0%
83	247	1.2%
82	242	1.2%
81	224	1.1%

Age-max
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	77
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	60.6488

Minimum	14
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	14
5-th percentile	30
Q1	50
median	62
Q3	72
95-th percentile	85
Maximum	100
Range	86
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	16.67181022
Coefficient of variation (CV)	0.2748910155
Kurtosis	-0.1562598942
Mean	60.6488
Median Absolute Deviation (MAD)	11
Skewness	-0.2649819802
Sum	1212976
Variance	277.949256
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
67	572	2.9%
68	539	2.7%
66	512	2.6%
65	510	2.5%
61	498	2.5%
69	495	2.5%
71	481	2.4%
62	477	2.4%
63	470	2.4%
70	467	2.3%
Other values (67)	14979	74.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
14	2	< 0.1%
15	2	< 0.1%
16	5	< 0.1%
17	13	0.1%
18	32	0.2%
19	54	0.3%
20	65	0.3%
21	99	0.5%
22	59	0.3%
23	77	0.4%

Value	Count	Frequency (%)
100	392	2.0%
89	111	0.6%
88	138	0.7%
87	145	0.7%
86	187	0.9%
85	187	0.9%
84	206	1.0%
83	247	1.2%
82	242	1.2%
81	224	1.1%

Age-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	77
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	60.6488

Minimum	14
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	14
5-th percentile	30
Q1	50
median	62
Q3	72
95-th percentile	85
Maximum	100
Range	86
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	16.67181022
Coefficient of variation (CV)	0.2748910155
Kurtosis	-0.1562598942
Mean	60.6488
Median Absolute Deviation (MAD)	11
Skewness	-0.2649819802
Sum	1212976
Variance	277.949256
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
67	572	2.9%
68	539	2.7%
66	512	2.6%
65	510	2.5%
61	498	2.5%
69	495	2.5%
71	481	2.4%
62	477	2.4%
63	470	2.4%
70	467	2.3%
Other values (67)	14979	74.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
14	2	< 0.1%
15	2	< 0.1%
16	5	< 0.1%
17	13	0.1%
18	32	0.2%
19	54	0.3%
20	65	0.3%
21	99	0.5%
22	59	0.3%
23	77	0.4%

Value	Count	Frequency (%)
100	392	2.0%
89	111	0.6%
88	138	0.7%
87	145	0.7%
86	187	0.9%
85	187	0.9%
84	206	1.0%
83	247	1.2%
82	242	1.2%
81	224	1.1%

Age-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	77
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	60.6488

Minimum	14
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	14
5-th percentile	30
Q1	50
median	62
Q3	72
95-th percentile	85
Maximum	100
Range	86
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	16.67181022
Coefficient of variation (CV)	0.2748910155
Kurtosis	-0.1562598942
Mean	60.6488
Median Absolute Deviation (MAD)	11
Skewness	-0.2649819802
Sum	1212976
Variance	277.949256
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
67	572	2.9%
68	539	2.7%
66	512	2.6%
65	510	2.5%
61	498	2.5%
69	495	2.5%
71	481	2.4%
62	477	2.4%
63	470	2.4%
70	467	2.3%
Other values (67)	14979	74.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
14	2	< 0.1%
15	2	< 0.1%
16	5	< 0.1%
17	13	0.1%
18	32	0.2%
19	54	0.3%
20	65	0.3%
21	99	0.5%
22	59	0.3%
23	77	0.4%

Value	Count	Frequency (%)
100	392	2.0%
89	111	0.6%
88	138	0.7%
87	145	0.7%
86	187	0.9%
85	187	0.9%
84	206	1.0%
83	247	1.2%
82	242	1.2%
81	224	1.1%

Gender-min
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.4 KiB

1	10732
0	9268

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	20000
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	10732	53.7%
0	9268	46.3%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1	10732	53.7%
0	9268	46.3%

Most occurring characters

Value	Count	Frequency (%)
1	10732	53.7%
0	9268	46.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	20000	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	10732	53.7%
0	9268	46.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	20000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	10732	53.7%
0	9268	46.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	20000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	10732	53.7%
0	9268	46.3%

Gender-max
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.4 KiB

1	10732
0	9268

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	20000
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	10732	53.7%
0	9268	46.3%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1	10732	53.7%
0	9268	46.3%

Most occurring characters

Value	Count	Frequency (%)
1	10732	53.7%
0	9268	46.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	20000	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	10732	53.7%
0	9268	46.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	20000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	10732	53.7%
0	9268	46.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	20000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	10732	53.7%
0	9268	46.3%

Gender-mean
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.4 KiB

1.0	10732
0.0	9268

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	60000
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	10732	53.7%
0.0	9268	46.3%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1.0	10732	53.7%
0.0	9268	46.3%

Most occurring characters

Value	Count	Frequency (%)
0	29268	48.8%
.	20000	33.3%
1	10732	17.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	40000	66.7%
Other Punctuation	20000	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	29268	73.2%
1	10732	26.8%

Other Punctuation

Value	Count	Frequency (%)
.	20000	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	60000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	29268	48.8%
.	20000	33.3%
1	10732	17.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	60000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	29268	48.8%
.	20000	33.3%
1	10732	17.9%

Gender-median
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.4 KiB

1.0	10732
0.0	9268

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	60000
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	10732	53.7%
0.0	9268	46.3%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1.0	10732	53.7%
0.0	9268	46.3%

Most occurring characters

Value	Count	Frequency (%)
0	29268	48.8%
.	20000	33.3%
1	10732	17.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	40000	66.7%
Other Punctuation	20000	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	29268	73.2%
1	10732	26.8%

Other Punctuation

Value	Count	Frequency (%)
.	20000	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	60000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	29268	48.8%
.	20000	33.3%
1	10732	17.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	60000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	29268	48.8%
.	20000	33.3%
1	10732	17.9%

Unit1-min
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	6095
Missing (%)	30.5%
Memory size	156.4 KiB

0.0	6982
1.0	6923

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	41715
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	0.0
3rd row	1.0
4th row	1.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	6982	34.9%
1.0	6923	34.6%
(Missing)	6095	30.5%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.0	6982	50.2%
1.0	6923	49.8%

Most occurring characters

Value	Count	Frequency (%)
0	20887	50.1%
.	13905	33.3%
1	6923	16.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	27810	66.7%
Other Punctuation	13905	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	20887	75.1%
1	6923	24.9%

Other Punctuation

Value	Count	Frequency (%)
.	13905	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	41715	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	20887	50.1%
.	13905	33.3%
1	6923	16.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	41715	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	20887	50.1%
.	13905	33.3%
1	6923	16.6%

Unit1-max
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	6095
Missing (%)	30.5%
Memory size	156.4 KiB

0.0	6982
1.0	6923

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	41715
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	0.0
3rd row	1.0
4th row	1.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	6982	34.9%
1.0	6923	34.6%
(Missing)	6095	30.5%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.0	6982	50.2%
1.0	6923	49.8%

Most occurring characters

Value	Count	Frequency (%)
0	20887	50.1%
.	13905	33.3%
1	6923	16.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	27810	66.7%
Other Punctuation	13905	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	20887	75.1%
1	6923	24.9%

Other Punctuation

Value	Count	Frequency (%)
.	13905	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	41715	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	20887	50.1%
.	13905	33.3%
1	6923	16.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	41715	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	20887	50.1%
.	13905	33.3%
1	6923	16.6%

Unit1-mean
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	6095
Missing (%)	30.5%
Memory size	156.4 KiB

0.0	6982
1.0	6923

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	41715
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	0.0
3rd row	1.0
4th row	1.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	6982	34.9%
1.0	6923	34.6%
(Missing)	6095	30.5%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.0	6982	50.2%
1.0	6923	49.8%

Most occurring characters

Value	Count	Frequency (%)
0	20887	50.1%
.	13905	33.3%
1	6923	16.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	27810	66.7%
Other Punctuation	13905	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	20887	75.1%
1	6923	24.9%

Other Punctuation

Value	Count	Frequency (%)
.	13905	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	41715	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	20887	50.1%
.	13905	33.3%
1	6923	16.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	41715	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	20887	50.1%
.	13905	33.3%
1	6923	16.6%

Unit1-median
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	6095
Missing (%)	30.5%
Memory size	156.4 KiB

0.0	6982
1.0	6923

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	41715
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	0.0
3rd row	1.0
4th row	1.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	6982	34.9%
1.0	6923	34.6%
(Missing)	6095	30.5%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.0	6982	50.2%
1.0	6923	49.8%

Most occurring characters

Value	Count	Frequency (%)
0	20887	50.1%
.	13905	33.3%
1	6923	16.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	27810	66.7%
Other Punctuation	13905	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	20887	75.1%
1	6923	24.9%

Other Punctuation

Value	Count	Frequency (%)
.	13905	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	41715	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	20887	50.1%
.	13905	33.3%
1	6923	16.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	41715	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	20887	50.1%
.	13905	33.3%
1	6923	16.6%

Unit2-min
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	6095
Missing (%)	30.5%
Memory size	156.4 KiB

1.0	6982
0.0	6923

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	41715
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	1.0
3rd row	0.0
4th row	0.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	6982	34.9%
0.0	6923	34.6%
(Missing)	6095	30.5%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1.0	6982	50.2%
0.0	6923	49.8%

Most occurring characters

Value	Count	Frequency (%)
0	20828	49.9%
.	13905	33.3%
1	6982	16.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	27810	66.7%
Other Punctuation	13905	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	20828	74.9%
1	6982	25.1%

Other Punctuation

Value	Count	Frequency (%)
.	13905	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	41715	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	20828	49.9%
.	13905	33.3%
1	6982	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	41715	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	20828	49.9%
.	13905	33.3%
1	6982	16.7%

Unit2-max
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	6095
Missing (%)	30.5%
Memory size	156.4 KiB

1.0	6982
0.0	6923

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	41715
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	1.0
3rd row	0.0
4th row	0.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	6982	34.9%
0.0	6923	34.6%
(Missing)	6095	30.5%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1.0	6982	50.2%
0.0	6923	49.8%

Most occurring characters

Value	Count	Frequency (%)
0	20828	49.9%
.	13905	33.3%
1	6982	16.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	27810	66.7%
Other Punctuation	13905	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	20828	74.9%
1	6982	25.1%

Other Punctuation

Value	Count	Frequency (%)
.	13905	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	41715	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	20828	49.9%
.	13905	33.3%
1	6982	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	41715	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	20828	49.9%
.	13905	33.3%
1	6982	16.7%

Unit2-mean
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	6095
Missing (%)	30.5%
Memory size	156.4 KiB

1.0	6982
0.0	6923

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	41715
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	1.0
3rd row	0.0
4th row	0.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	6982	34.9%
0.0	6923	34.6%
(Missing)	6095	30.5%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1.0	6982	50.2%
0.0	6923	49.8%

Most occurring characters

Value	Count	Frequency (%)
0	20828	49.9%
.	13905	33.3%
1	6982	16.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	27810	66.7%
Other Punctuation	13905	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	20828	74.9%
1	6982	25.1%

Other Punctuation

Value	Count	Frequency (%)
.	13905	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	41715	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	20828	49.9%
.	13905	33.3%
1	6982	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	41715	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	20828	49.9%
.	13905	33.3%
1	6982	16.7%

Unit2-median
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	6095
Missing (%)	30.5%
Memory size	156.4 KiB

1.0	6982
0.0	6923

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	41715
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	1.0
3rd row	0.0
4th row	0.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	6982	34.9%
0.0	6923	34.6%
(Missing)	6095	30.5%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1.0	6982	50.2%
0.0	6923	49.8%

Most occurring characters

Value	Count	Frequency (%)
0	20828	49.9%
.	13905	33.3%
1	6982	16.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	27810	66.7%
Other Punctuation	13905	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	20828	74.9%
1	6982	25.1%

Other Punctuation

Value	Count	Frequency (%)
.	13905	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	41715	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	20828	49.9%
.	13905	33.3%
1	6982	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	41715	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	20828	49.9%
.	13905	33.3%
1	6982	16.7%

HospAdmTime-min
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	7975
Distinct (%)	39.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-55.072586

Minimum	-5366.86
Maximum	0
Zeros	1145
Zeros (%)	5.7%
Negative	18855
Negative (%)	94.3%
Memory size	156.4 KiB

Quantile statistics

Minimum	-5366.86
5-th percentile	-244.829
Q1	-52.3525
median	-8.57
Q3	-3.38
95-th percentile	0
Maximum	0
Range	5366.86
Interquartile range (IQR)	48.9725

Descriptive statistics

Standard deviation	135.5956936
Coefficient of variation (CV)	-2.462126867
Kurtosis	241.4449376
Mean	-55.072586
Median Absolute Deviation (MAD)	8.52
Skewness	-10.8324003
Sum	-1101451.72
Variance	18386.19213
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1145	5.7%
-0.02	250	1.2%
-0.03	197	1.0%
-0.01	179	0.9%
-0.04	136	0.7%
-0.05	122	0.6%
-0.06	105	0.5%
-0.07	94	0.5%
-0.09	76	0.4%
-0.08	59	0.3%
Other values (7965)	17637	88.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-5366.86	1	< 0.1%
-3397.64	1	< 0.1%
-3342.34	1	< 0.1%
-3189.39	1	< 0.1%
-3112.12	1	< 0.1%
-2929.37	1	< 0.1%
-2842.11	1	< 0.1%
-2667.34	1	< 0.1%
-2384.78	1	< 0.1%
-2382.34	1	< 0.1%

Value	Count	Frequency (%)
0	1145	5.7%
-0.01	179	0.9%
-0.02	250	1.2%
-0.03	197	1.0%
-0.04	136	0.7%
-0.05	122	0.6%
-0.06	105	0.5%
-0.07	94	0.5%
-0.08	59	0.3%
-0.09	76	0.4%

HospAdmTime-max
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	7975
Distinct (%)	39.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-55.072586

Minimum	-5366.86
Maximum	0
Zeros	1145
Zeros (%)	5.7%
Negative	18855
Negative (%)	94.3%
Memory size	156.4 KiB

Quantile statistics

Minimum	-5366.86
5-th percentile	-244.829
Q1	-52.3525
median	-8.57
Q3	-3.38
95-th percentile	0
Maximum	0
Range	5366.86
Interquartile range (IQR)	48.9725

Descriptive statistics

Standard deviation	135.5956936
Coefficient of variation (CV)	-2.462126867
Kurtosis	241.4449376
Mean	-55.072586
Median Absolute Deviation (MAD)	8.52
Skewness	-10.8324003
Sum	-1101451.72
Variance	18386.19213
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1145	5.7%
-0.02	250	1.2%
-0.03	197	1.0%
-0.01	179	0.9%
-0.04	136	0.7%
-0.05	122	0.6%
-0.06	105	0.5%
-0.07	94	0.5%
-0.09	76	0.4%
-0.08	59	0.3%
Other values (7965)	17637	88.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-5366.86	1	< 0.1%
-3397.64	1	< 0.1%
-3342.34	1	< 0.1%
-3189.39	1	< 0.1%
-3112.12	1	< 0.1%
-2929.37	1	< 0.1%
-2842.11	1	< 0.1%
-2667.34	1	< 0.1%
-2384.78	1	< 0.1%
-2382.34	1	< 0.1%

Value	Count	Frequency (%)
0	1145	5.7%
-0.01	179	0.9%
-0.02	250	1.2%
-0.03	197	1.0%
-0.04	136	0.7%
-0.05	122	0.6%
-0.06	105	0.5%
-0.07	94	0.5%
-0.08	59	0.3%
-0.09	76	0.4%

HospAdmTime-mean
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	8890
Distinct (%)	44.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-55.072586

Minimum	-5366.86
Maximum	0
Zeros	1145
Zeros (%)	5.7%
Negative	18855
Negative (%)	94.3%
Memory size	156.4 KiB

Quantile statistics

Minimum	-5366.86
5-th percentile	-244.829
Q1	-52.3525
median	-8.57
Q3	-3.38
95-th percentile	0
Maximum	0
Range	5366.86
Interquartile range (IQR)	48.9725

Descriptive statistics

Standard deviation	135.5956936
Coefficient of variation (CV)	-2.462126867
Kurtosis	241.4449376
Mean	-55.072586
Median Absolute Deviation (MAD)	8.52
Skewness	-10.8324003
Sum	-1101451.72
Variance	18386.19213
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1145	5.7%
-0.02	238	1.2%
-0.01	170	0.9%
-0.03	134	0.7%
-0.04	125	0.6%
-0.05	104	0.5%
-0.07	94	0.5%
-0.06	78	0.4%
-0.09	70	0.4%
-0.08	55	0.3%
Other values (8880)	17787	88.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-5366.86	1	< 0.1%
-3397.64	1	< 0.1%
-3342.34	1	< 0.1%
-3189.39	1	< 0.1%
-3112.12	1	< 0.1%
-2929.37	1	< 0.1%
-2842.11	1	< 0.1%
-2667.34	1	< 0.1%
-2384.78	1	< 0.1%
-2382.34	1	< 0.1%

Value	Count	Frequency (%)
0	1145	5.7%
-0.01	6	< 0.1%
-0.01	170	0.9%
-0.01	3	< 0.1%
-0.02	6	< 0.1%
-0.02	238	1.2%
-0.02	6	< 0.1%
-0.03	37	0.2%
-0.03	134	0.7%
-0.03	26	0.1%

HospAdmTime-median
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	7975
Distinct (%)	39.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-55.072586

Minimum	-5366.86
Maximum	0
Zeros	1145
Zeros (%)	5.7%
Negative	18855
Negative (%)	94.3%
Memory size	156.4 KiB

Quantile statistics

Minimum	-5366.86
5-th percentile	-244.829
Q1	-52.3525
median	-8.57
Q3	-3.38
95-th percentile	0
Maximum	0
Range	5366.86
Interquartile range (IQR)	48.9725

Descriptive statistics

Standard deviation	135.5956936
Coefficient of variation (CV)	-2.462126867
Kurtosis	241.4449376
Mean	-55.072586
Median Absolute Deviation (MAD)	8.52
Skewness	-10.8324003
Sum	-1101451.72
Variance	18386.19213
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1145	5.7%
-0.02	250	1.2%
-0.03	197	1.0%
-0.01	179	0.9%
-0.04	136	0.7%
-0.05	122	0.6%
-0.06	105	0.5%
-0.07	94	0.5%
-0.09	76	0.4%
-0.08	59	0.3%
Other values (7965)	17637	88.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-5366.86	1	< 0.1%
-3397.64	1	< 0.1%
-3342.34	1	< 0.1%
-3189.39	1	< 0.1%
-3112.12	1	< 0.1%
-2929.37	1	< 0.1%
-2842.11	1	< 0.1%
-2667.34	1	< 0.1%
-2384.78	1	< 0.1%
-2382.34	1	< 0.1%

Value	Count	Frequency (%)
0	1145	5.7%
-0.01	179	0.9%
-0.02	250	1.2%
-0.03	197	1.0%
-0.04	136	0.7%
-0.05	122	0.6%
-0.06	105	0.5%
-0.07	94	0.5%
-0.08	59	0.3%
-0.09	76	0.4%

ICULOS-min
Real number (ℝ_≥0)

Distinct	17
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.13345

Minimum	1
Maximum	26
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	2
Maximum	26
Range	25
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.6983304954
Coefficient of variation (CV)	0.6161105434
Kurtosis	213.6472826
Mean	1.13345
Median Absolute Deviation (MAD)	0
Skewness	10.72522731
Sum	22669
Variance	0.4876654808
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
1	18704	93.5%
2	741	3.7%
3	219	1.1%
4	146	0.7%
5	77	0.4%
6	54	0.3%
7	25	0.1%
8	14	0.1%
9	7	< 0.1%
13	3	< 0.1%
Other values (7)	10	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	18704	93.5%
2	741	3.7%
3	219	1.1%
4	146	0.7%
5	77	0.4%
6	54	0.3%
7	25	0.1%
8	14	0.1%
9	7	< 0.1%
10	3	< 0.1%

Value	Count	Frequency (%)
26	1	< 0.1%
25	1	< 0.1%
15	1	< 0.1%
14	1	< 0.1%
13	3	< 0.1%
12	1	< 0.1%
11	2	< 0.1%
10	3	< 0.1%
9	7	< 0.1%
8	14	0.1%

ICULOS-max
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	229
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.2332

Minimum	8
Maximum	336
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	8
5-th percentile	14
Q1	23
median	38
Q3	47
95-th percentile	58
Maximum	336
Range	328
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	23.2718112
Coefficient of variation (CV)	0.6086807069
Kurtosis	44.09947372
Mean	38.2332
Median Absolute Deviation (MAD)	12
Skewness	4.971265249
Sum	764664
Variance	541.5771966
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
39	684	3.4%
40	671	3.4%
36	669	3.3%
38	667	3.3%
41	638	3.2%
43	611	3.1%
42	597	3.0%
37	580	2.9%
21	563	2.8%
44	558	2.8%
Other values (219)	13762	68.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8	193	1.0%
9	105	0.5%
10	116	0.6%
11	111	0.6%
12	151	0.8%
13	190	0.9%
14	214	1.1%
15	319	1.6%
16	330	1.7%
17	360	1.8%

Value	Count	Frequency (%)
336	7	< 0.1%
335	1	< 0.1%
334	1	< 0.1%
327	1	< 0.1%
326	1	< 0.1%
320	1	< 0.1%
318	1	< 0.1%
312	2	< 0.1%
310	2	< 0.1%
308	1	< 0.1%

ICULOS-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	229
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.683325

Minimum	4.5
Maximum	170
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	4.5
5-th percentile	7.5
Q1	12
median	20
Q3	24
95-th percentile	29.5
Maximum	170
Range	165.5
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	11.64465905
Coefficient of variation (CV)	0.5916002021
Kurtosis	44.00773376
Mean	19.683325
Median Absolute Deviation (MAD)	6
Skewness	4.964837969
Sum	393666.5
Variance	135.5980843
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20	682	3.4%
19.5	663	3.3%
20.5	652	3.3%
18.5	643	3.2%
21	643	3.2%
22	608	3.0%
21.5	594	3.0%
19	575	2.9%
22.5	570	2.9%
11	558	2.8%
Other values (219)	13812	69.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4.5	193	1.0%
5	102	0.5%
5.5	115	0.6%
6	105	0.5%
6.5	145	0.7%
7	176	0.9%
7.5	202	1.0%
8	294	1.5%
8.5	325	1.6%
9	375	1.9%

Value	Count	Frequency (%)
170	1	< 0.1%
169	1	< 0.1%
168.5	5	< 0.1%
168	1	< 0.1%
167.5	1	< 0.1%
164	1	< 0.1%
163.5	1	< 0.1%
160.5	1	< 0.1%
159.5	1	< 0.1%
156.5	2	< 0.1%

ICULOS-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	229
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.683325

Minimum	4.5
Maximum	170
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	4.5
5-th percentile	7.5
Q1	12
median	20
Q3	24
95-th percentile	29.5
Maximum	170
Range	165.5
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	11.64465905
Coefficient of variation (CV)	0.5916002021
Kurtosis	44.00773376
Mean	19.683325
Median Absolute Deviation (MAD)	6
Skewness	4.964837969
Sum	393666.5
Variance	135.5980843
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20	682	3.4%
19.5	663	3.3%
20.5	652	3.3%
18.5	643	3.2%
21	643	3.2%
22	608	3.0%
21.5	594	3.0%
19	575	2.9%
22.5	570	2.9%
11	558	2.8%
Other values (219)	13812	69.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4.5	193	1.0%
5	102	0.5%
5.5	115	0.6%
6	105	0.5%
6.5	145	0.7%
7	176	0.9%
7.5	202	1.0%
8	294	1.5%
8.5	325	1.6%
9	375	1.9%

Value	Count	Frequency (%)
170	1	< 0.1%
169	1	< 0.1%
168.5	5	< 0.1%
168	1	< 0.1%
167.5	1	< 0.1%
164	1	< 0.1%
163.5	1	< 0.1%
160.5	1	< 0.1%
159.5	1	< 0.1%
156.5	2	< 0.1%

SepsisLabel-min
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.4 KiB

0	19777
1	223

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	20000
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	19777	98.9%
1	223	1.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0	19777	98.9%
1	223	1.1%

Most occurring characters

Value	Count	Frequency (%)
0	19777	98.9%
1	223	1.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	20000	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	19777	98.9%
1	223	1.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	20000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	19777	98.9%
1	223	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	20000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	19777	98.9%
1	223	1.1%

SepsisLabel-max
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.4 KiB

0	18858
1	1142

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	20000
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	18858	94.3%
1	1142	5.7%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0	18858	94.3%
1	1142	5.7%

Most occurring characters

Value	Count	Frequency (%)
0	18858	94.3%
1	1142	5.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	20000	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	18858	94.3%
1	1142	5.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	20000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	18858	94.3%
1	1142	5.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	20000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	18858	94.3%
1	1142	5.7%

SepsisLabel-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	295
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.02389112032

Minimum	0
Maximum	1
Zeros	18858
Zeros (%)	94.3%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.07438016529
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1289478231
Coefficient of variation (CV)	5.397311693
Kurtosis	42.14090161
Mean	0.02389112032
Median Absolute Deviation (MAD)	0
Skewness	6.400592311
Sum	477.8224064
Variance	0.01662754107
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	18858	94.3%
1	223	1.1%
0.9090909091	26	0.1%
0.8333333333	19	0.1%
0.6666666667	19	0.1%
0.4545454545	16	0.1%
0.7692307692	14	0.1%
0.4761904762	14	0.1%
0.2272727273	13	0.1%
0.625	13	0.1%
Other values (285)	785	3.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	18858	94.3%
0.005988023952	1	< 0.1%
0.006329113924	1	< 0.1%
0.01162790698	1	< 0.1%
0.01379310345	1	< 0.1%
0.01785714286	1	< 0.1%
0.0221402214	1	< 0.1%
0.02222222222	1	< 0.1%
0.02686567164	1	< 0.1%
0.02884615385	1	< 0.1%

Value	Count	Frequency (%)
1	223	1.1%
0.9090909091	26	0.1%
0.9	3	< 0.1%
0.8333333333	19	0.1%
0.8181818182	2	< 0.1%
0.7692307692	14	0.1%
0.75	1	< 0.1%
0.7142857143	13	0.1%
0.6923076923	3	< 0.1%
0.6666666667	19	0.1%

SepsisLabel-median
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.4 KiB

0.0	19615
1.0	376
0.5	9

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	60000
Distinct characters	4
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	19615	98.1%
1.0	376	1.9%
0.5	9	< 0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.0	19615	98.1%
1.0	376	1.9%
0.5	9	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	39615	66.0%
.	20000	33.3%
1	376	0.6%
5	9	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	40000	66.7%
Other Punctuation	20000	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	39615	99.0%
1	376	0.9%
5	9	< 0.1%

Other Punctuation

Value	Count	Frequency (%)
.	20000	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	60000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	39615	66.0%
.	20000	33.3%
1	376	0.6%
5	9	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	60000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	39615	66.0%
.	20000	33.3%
1	376	0.6%
5	9	< 0.1%

Sepsis-min
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.4 KiB

0	18858
1	1142

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	20000
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	18858	94.3%
1	1142	5.7%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0	18858	94.3%
1	1142	5.7%

Most occurring characters

Value	Count	Frequency (%)
0	18858	94.3%
1	1142	5.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	20000	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	18858	94.3%
1	1142	5.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	20000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	18858	94.3%
1	1142	5.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	20000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	18858	94.3%
1	1142	5.7%

Sepsis-max
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.4 KiB

0	18858
1	1142

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	20000
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	18858	94.3%
1	1142	5.7%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0	18858	94.3%
1	1142	5.7%

Most occurring characters

Value	Count	Frequency (%)
0	18858	94.3%
1	1142	5.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	20000	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	18858	94.3%
1	1142	5.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	20000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	18858	94.3%
1	1142	5.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	20000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	18858	94.3%
1	1142	5.7%

Sepsis-mean
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.4 KiB

0.0	18858
1.0	1142

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	60000
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	18858	94.3%
1.0	1142	5.7%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.0	18858	94.3%
1.0	1142	5.7%

Most occurring characters

Value	Count	Frequency (%)
0	38858	64.8%
.	20000	33.3%
1	1142	1.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	40000	66.7%
Other Punctuation	20000	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	38858	97.1%
1	1142	2.9%

Other Punctuation

Value	Count	Frequency (%)
.	20000	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	60000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	38858	64.8%
.	20000	33.3%
1	1142	1.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	60000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	38858	64.8%
.	20000	33.3%
1	1142	1.9%

Sepsis-median
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.4 KiB

0.0	18858
1.0	1142

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	60000
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	18858	94.3%
1.0	1142	5.7%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.0	18858	94.3%
1.0	1142	5.7%

Most occurring characters

Value	Count	Frequency (%)
0	38858	64.8%
.	20000	33.3%
1	1142	1.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	40000	66.7%
Other Punctuation	20000	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	38858	97.1%
1	1142	2.9%

Other Punctuation

Value	Count	Frequency (%)
.	20000	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	60000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	38858	64.8%
.	20000	33.3%
1	1142	1.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	60000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	38858	64.8%
.	20000	33.3%
1	1142	1.9%

Hours-min
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	230
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.09975

Minimum	8
Maximum	336
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	8
5-th percentile	14
Q1	23
median	38
Q3	47
95-th percentile	58
Maximum	336
Range	328
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	23.27525267
Coefficient of variation (CV)	0.6109030287
Kurtosis	44.03440685
Mean	38.09975
Median Absolute Deviation (MAD)	12
Skewness	4.965291886
Sum	761995
Variance	541.7373868
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
39	697	3.5%
38	667	3.3%
36	664	3.3%
40	651	3.3%
41	639	3.2%
43	610	3.0%
42	596	3.0%
37	591	3.0%
21	564	2.8%
44	563	2.8%
Other values (220)	13758	68.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8	204	1.0%
9	114	0.6%
10	126	0.6%
11	120	0.6%
12	164	0.8%
13	205	1.0%
14	218	1.1%
15	305	1.5%
16	327	1.6%
17	373	1.9%

Value	Count	Frequency (%)
336	5	< 0.1%
335	2	< 0.1%
334	1	< 0.1%
333	1	< 0.1%
327	1	< 0.1%
326	1	< 0.1%
320	1	< 0.1%
318	1	< 0.1%
312	2	< 0.1%
310	2	< 0.1%

Hours-max
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	230
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.09975

Minimum	8
Maximum	336
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	8
5-th percentile	14
Q1	23
median	38
Q3	47
95-th percentile	58
Maximum	336
Range	328
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	23.27525267
Coefficient of variation (CV)	0.6109030287
Kurtosis	44.03440685
Mean	38.09975
Median Absolute Deviation (MAD)	12
Skewness	4.965291886
Sum	761995
Variance	541.7373868
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
39	697	3.5%
38	667	3.3%
36	664	3.3%
40	651	3.3%
41	639	3.2%
43	610	3.0%
42	596	3.0%
37	591	3.0%
21	564	2.8%
44	563	2.8%
Other values (220)	13758	68.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8	204	1.0%
9	114	0.6%
10	126	0.6%
11	120	0.6%
12	164	0.8%
13	205	1.0%
14	218	1.1%
15	305	1.5%
16	327	1.6%
17	373	1.9%

Value	Count	Frequency (%)
336	5	< 0.1%
335	2	< 0.1%
334	1	< 0.1%
333	1	< 0.1%
327	1	< 0.1%
326	1	< 0.1%
320	1	< 0.1%
318	1	< 0.1%
312	2	< 0.1%
310	2	< 0.1%

Hours-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	230
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.09975

Minimum	8
Maximum	336
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	8
5-th percentile	14
Q1	23
median	38
Q3	47
95-th percentile	58
Maximum	336
Range	328
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	23.27525267
Coefficient of variation (CV)	0.6109030287
Kurtosis	44.03440685
Mean	38.09975
Median Absolute Deviation (MAD)	12
Skewness	4.965291886
Sum	761995
Variance	541.7373868
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
39	697	3.5%
38	667	3.3%
36	664	3.3%
40	651	3.3%
41	639	3.2%
43	610	3.0%
42	596	3.0%
37	591	3.0%
21	564	2.8%
44	563	2.8%
Other values (220)	13758	68.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8	204	1.0%
9	114	0.6%
10	126	0.6%
11	120	0.6%
12	164	0.8%
13	205	1.0%
14	218	1.1%
15	305	1.5%
16	327	1.6%
17	373	1.9%

Value	Count	Frequency (%)
336	5	< 0.1%
335	2	< 0.1%
334	1	< 0.1%
333	1	< 0.1%
327	1	< 0.1%
326	1	< 0.1%
320	1	< 0.1%
318	1	< 0.1%
312	2	< 0.1%
310	2	< 0.1%

Hours-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	230
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.09975

Minimum	8
Maximum	336
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	8
5-th percentile	14
Q1	23
median	38
Q3	47
95-th percentile	58
Maximum	336
Range	328
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	23.27525267
Coefficient of variation (CV)	0.6109030287
Kurtosis	44.03440685
Mean	38.09975
Median Absolute Deviation (MAD)	12
Skewness	4.965291886
Sum	761995
Variance	541.7373868
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
39	697	3.5%
38	667	3.3%
36	664	3.3%
40	651	3.3%
41	639	3.2%
43	610	3.0%
42	596	3.0%
37	591	3.0%
21	564	2.8%
44	563	2.8%
Other values (220)	13758	68.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8	204	1.0%
9	114	0.6%
10	126	0.6%
11	120	0.6%
12	164	0.8%
13	205	1.0%
14	218	1.1%
15	305	1.5%
16	327	1.6%
17	373	1.9%

Value	Count	Frequency (%)
336	5	< 0.1%
335	2	< 0.1%
334	1	< 0.1%
333	1	< 0.1%
327	1	< 0.1%
326	1	< 0.1%
320	1	< 0.1%
318	1	< 0.1%
312	2	< 0.1%
310	2	< 0.1%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	PatientID	HR-min	HR-max	HR-mean	HR-median	O2Sat-min	O2Sat-max	O2Sat-mean	O2Sat-median	Temp-min	Temp-max	Temp-mean	Temp-median	SBP-min	SBP-max	SBP-mean	SBP-median	MAP-min	MAP-max	MAP-mean	MAP-median	DBP-min	DBP-max	DBP-mean	DBP-median	Resp-min	Resp-max	Resp-mean	Resp-median	EtCO2-min	EtCO2-max	EtCO2-mean	EtCO2-median	BaseExcess-min	BaseExcess-max	BaseExcess-mean	BaseExcess-median	HCO3-min	HCO3-max	HCO3-mean	HCO3-median	FiO2-min	FiO2-max	FiO2-mean	FiO2-median	pH-min	pH-max	pH-mean	pH-median	PaCO2-min	PaCO2-max	PaCO2-mean	PaCO2-median	SaO2-min	SaO2-max	SaO2-mean	SaO2-median	AST-min	AST-max	AST-mean	AST-median	BUN-min	BUN-max	BUN-mean	BUN-median	Alkalinephos-min	Alkalinephos-max	Alkalinephos-mean	Alkalinephos-median	Calcium-min	Calcium-max	Calcium-mean	Calcium-median	Chloride-min	Chloride-max	Chloride-mean	Chloride-median	Creatinine-min	Creatinine-max	Creatinine-mean	Creatinine-median	Bilirubin_direct-min	Bilirubin_direct-max	Bilirubin_direct-mean	Bilirubin_direct-median	Glucose-min	Glucose-max	Glucose-mean	Glucose-median	Lactate-min	Lactate-max	Lactate-mean	Lactate-median	Magnesium-min	Magnesium-max	Magnesium-mean	Magnesium-median	Phosphate-min	Phosphate-max	Phosphate-mean	Phosphate-median	Potassium-min	Potassium-max	Potassium-mean	Potassium-median	Bilirubin_total-min	Bilirubin_total-max	Bilirubin_total-mean	Bilirubin_total-median	TroponinI-min	TroponinI-max	TroponinI-mean	TroponinI-median	Hct-min	Hct-max	Hct-mean	Hct-median	Hgb-min	Hgb-max	Hgb-mean	Hgb-median	PTT-min	PTT-max	PTT-mean	PTT-median	WBC-min	WBC-max	WBC-mean	WBC-median	Fibrinogen-min	Fibrinogen-max	Fibrinogen-mean	Fibrinogen-median	Platelets-min	Platelets-max	Platelets-mean	Platelets-median	Age-min	Age-max	Age-mean	Age-median	Gender-min	Gender-max	Gender-mean	Gender-median	Unit1-min	Unit1-max	Unit1-mean	Unit1-median	Unit2-min	Unit2-max	Unit2-mean	Unit2-median	HospAdmTime-min	HospAdmTime-max	HospAdmTime-mean	HospAdmTime-median	ICULOS-min	ICULOS-max	ICULOS-mean	ICULOS-median	Hours-min	Hours-max	Hours-mean	Hours-median
0	100001	91.0	107.0	98.613636	98.00	92.0	99.0	95.340909	95.0	36.5	37.0	36.760000	36.800	104.0	123.0	112.772727	112.0	75.0	89.0	83.113636	84.0	55.0	72.0	64.272727	63.00	16.0	23.5	19.477273	20.00	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	30.0	30.0	30.000000	30.0	NaN	NaN	NaN	NaN	7.80	7.8	7.800000	7.80	NaN	NaN	NaN	NaN	1.50	1.50	1.500000	1.500	NaN	NaN	NaN	NaN	112.0	233.0	149.000000	123.0	NaN	NaN	NaN	NaN	2.0	2.1	2.050000	2.05	NaN	NaN	NaN	NaN	3.70	4.2	3.950000	3.95	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	35.3	35.3	35.30	35.30	11.3	11.3	11.30	11.3	NaN	NaN	NaN	NaN	10.8	10.8	10.800000	10.80	NaN	NaN	NaN	NaN	170.0	170.0	170.000000	170.0	73	73	73.0	73.0	1	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	-214.64	-214.64	-214.64	-214.64	1	24	12.5	12.5	24	24	24.0	24.0
1	100002	56.0	71.5	64.282609	64.00	94.0	100.0	97.869565	98.0	35.2	37.9	37.330435	37.500	86.0	157.0	126.978261	129.0	56.0	95.0	80.260870	83.0	41.0	71.0	59.500000	62.00	16.0	26.0	21.826087	22.00	35.0	39.0	37.166667	37.5	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	17.0	17.0	17.000000	17.0	NaN	NaN	NaN	NaN	8.20	8.2	8.200000	8.20	NaN	NaN	NaN	NaN	0.84	0.84	0.840000	0.840	NaN	NaN	NaN	NaN	68.0	222.0	130.916667	113.5	NaN	NaN	NaN	NaN	2.2	2.3	2.250000	2.25	1.8	3.6	2.700	2.70	3.80	5.2	4.566667	4.70	NaN	NaN	NaN	NaN	3.70	3.70	3.700000	3.700	31.4	31.4	31.40	31.40	11.1	11.1	11.10	11.1	NaN	NaN	NaN	NaN	13.2	13.2	13.200000	13.20	NaN	NaN	NaN	NaN	85.0	85.0	85.000000	85.0	83	83	83.0	83.0	1	1	1.0	1.0	0.0	0.0	0.0	0.0	1.0	1.0	1.0	1.0	-123.17	-123.17	-123.17	-123.17	1	25	13.0	13.0	25	25	25.0	25.0
2	100003	94.0	135.0	114.833333	114.00	86.0	100.0	94.125000	94.0	36.4	38.2	37.075000	36.950	96.0	168.0	130.742857	131.0	73.0	119.0	94.750000	94.0	56.0	105.0	82.542857	82.00	17.0	33.0	25.093750	25.50	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	5012.0	6182.0	5597.0	5597.0	19.0	36.0	30.333333	36.0	327.0	347.0	337.0	337.0	7.70	8.4	8.133333	8.30	NaN	NaN	NaN	NaN	1.18	1.92	1.663333	1.890	3.3	3.4	3.35	3.35	71.0	190.0	125.375000	123.5	NaN	NaN	NaN	NaN	1.8	2.4	2.166667	2.30	4.2	4.4	4.300	4.30	4.70	5.0	4.800000	4.70	4.2	4.3	4.25	4.25	0.35	0.72	0.556667	0.600	32.3	34.4	33.35	33.35	10.8	11.4	11.10	11.1	NaN	NaN	NaN	NaN	12.6	15.5	14.050000	14.05	NaN	NaN	NaN	NaN	258.0	337.0	297.500000	297.5	48	48	48.0	48.0	1	1	1.0	1.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-2.83	-2.83	-2.83	-2.83	1	43	22.0	22.0	43	43	43.0	43.0
3	100004	64.0	130.0	91.429825	85.00	96.0	100.0	99.892857	100.0	36.7	38.0	37.600000	37.700	101.0	160.0	134.309091	132.0	64.0	120.0	85.272727	84.0	52.0	104.0	69.145455	65.00	10.0	17.0	11.960000	12.00	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	67	67	67.0	67.0	1	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	-1.93	-1.93	-1.93	-1.93	1	59	30.0	30.0	59	59	59.0	59.0
4	100005	54.0	130.0	73.818182	69.00	76.5	100.0	96.568182	97.5	36.0	38.9	36.673684	36.300	88.0	184.5	135.383721	137.0	58.0	95.0	75.158537	75.0	37.0	84.0	57.162791	55.00	18.0	40.0	25.261905	24.00	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.4	0.4	0.4	0.4	7.52	7.55	7.535	7.535	23.5	24.3	23.9	23.9	92.5	95.6	94.05	94.05	40.0	40.0	40.0	40.0	44.0	63.0	54.800000	55.0	231.0	231.0	231.0	231.0	1.09	8.9	6.557143	8.70	NaN	NaN	NaN	NaN	1.17	1.28	1.200000	1.180	NaN	NaN	NaN	NaN	89.0	162.0	142.454545	145.0	2.71	2.84	2.775	2.775	1.8	2.1	1.950000	1.95	4.5	4.5	4.500	4.50	3.74	5.9	5.142857	5.20	0.6	0.6	0.60	0.60	0.02	0.04	0.032500	0.035	20.3	26.5	24.58	25.30	6.6	9.0	8.16	8.5	24.1	35.3	30.566667	32.3	10.6	17.3	14.566667	15.80	NaN	NaN	NaN	NaN	341.0	421.0	375.666667	365.0	50	50	50.0	50.0	1	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	-3.27	-3.27	-3.27	-3.27	1	52	26.5	26.5	52	52	52.0	52.0
5	100006	56.0	87.0	71.111111	71.00	93.0	100.0	94.833333	95.0	36.0	37.0	36.531250	36.525	122.0	161.5	143.277778	145.0	75.0	111.5	94.600000	97.0	54.0	91.0	72.481481	74.00	13.0	21.0	17.018519	17.00	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	22.6	25.0	23.8	23.8	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	37.0	42.0	39.5	39.5	98.5	98.8	98.65	98.65	38.0	38.0	38.0	38.0	13.0	17.0	15.666667	17.0	51.0	51.0	51.0	51.0	7.80	9.1	8.500000	8.60	NaN	NaN	NaN	NaN	0.64	0.87	0.740000	0.710	NaN	NaN	NaN	NaN	165.0	306.0	231.375000	222.5	NaN	NaN	NaN	NaN	1.8	2.3	2.050000	2.05	5.1	5.1	5.100	5.10	3.80	4.9	4.360000	4.40	1.1	1.1	1.10	1.10	NaN	NaN	NaN	NaN	43.3	50.3	46.90	47.00	14.6	16.7	15.78	15.9	24.2	24.2	24.200000	24.2	7.7	8.8	8.066667	7.70	NaN	NaN	NaN	NaN	137.0	172.0	152.333333	148.0	50	50	50.0	50.0	1	1	1.0	1.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.00	0.00	0.00	0.00	6	52	29.0	29.0	47	47	47.0	47.0
6	100007	76.0	109.0	89.305556	89.00	94.0	100.0	97.500000	97.0	36.8	37.3	37.155556	37.200	115.0	168.0	145.847222	145.0	84.0	112.0	94.444444	92.5	62.0	91.0	73.500000	71.50	10.0	22.0	17.882353	18.00	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	34.0	34.0	34.0	34.0	14.0	17.0	15.500000	15.5	112.0	112.0	112.0	112.0	8.40	8.5	8.450000	8.45	NaN	NaN	NaN	NaN	0.40	0.41	0.405000	0.405	0.1	0.1	0.10	0.10	125.0	141.0	131.333333	128.0	NaN	NaN	NaN	NaN	1.7	1.7	1.700000	1.70	4.0	4.0	4.000	4.00	3.80	4.0	3.900000	3.90	0.5	0.5	0.50	0.50	NaN	NaN	NaN	NaN	25.0	26.4	25.98	26.40	7.9	8.4	8.14	8.2	26.6	26.6	26.600000	26.6	7.0	7.0	7.000000	7.00	NaN	NaN	NaN	NaN	403.0	403.0	403.000000	403.0	42	42	42.0	42.0	1	1	1.0	1.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-1145.97	-1145.97	-1145.97	-1145.97	1	37	19.0	19.0	37	37	37.0	37.0
7	100008	71.0	104.0	80.945652	79.75	59.0	100.0	95.422222	97.0	35.8	37.8	36.703750	36.650	91.0	208.0	148.706522	148.0	63.5	115.0	83.065217	81.0	40.0	84.5	60.228261	58.00	13.0	28.0	19.166667	18.00	21.0	42.5	34.000000	34.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.4	0.4	0.4	0.4	7.19	7.43	7.356	7.400	30.0	50.0	38.2	33.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	38.0	51.0	43.000000	42.5	NaN	NaN	NaN	NaN	1.13	9.1	5.203636	7.90	104.0	105.0	104.2	104.0	2.17	3.82	2.918333	3.020	NaN	NaN	NaN	NaN	82.0	219.0	134.695652	123.0	1.31	2.00	1.736	1.830	2.4	2.5	2.440000	2.40	3.2	5.6	4.275	4.15	5.10	6.3	5.472727	5.40	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	21.2	29.5	24.30	22.20	7.0	9.8	8.00	7.2	NaN	NaN	NaN	NaN	7.6	12.9	10.700000	11.60	NaN	NaN	NaN	NaN	93.0	134.0	112.333333	110.0	65	65	65.0	65.0	1	1	1.0	1.0	0.0	0.0	0.0	0.0	1.0	1.0	1.0	1.0	-211.64	-211.64	-211.64	-211.64	1	50	25.5	25.5	50	50	50.0	50.0
8	100009	56.0	88.0	69.384615	67.00	94.0	100.0	97.865385	98.0	36.1	36.8	36.433333	36.450	103.0	154.0	138.031250	140.0	54.0	97.5	82.312500	83.5	49.0	84.0	65.583333	64.25	14.0	18.5	17.125000	17.75	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	12.0	12.0	12.000000	12.0	NaN	NaN	NaN	NaN	9.30	9.3	9.300000	9.30	NaN	NaN	NaN	NaN	0.71	0.71	0.710000	0.710	NaN	NaN	NaN	NaN	103.0	103.0	103.000000	103.0	NaN	NaN	NaN	NaN	1.9	1.9	1.900000	1.90	NaN	NaN	NaN	NaN	3.90	3.9	3.900000	3.90	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	36.2	36.2	36.20	36.20	11.8	11.8	11.80	11.8	NaN	NaN	NaN	NaN	5.7	5.7	5.700000	5.70	NaN	NaN	NaN	NaN	201.0	201.0	201.000000	201.0	82	82	82.0	82.0	0	0	0.0	0.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-128.39	-128.39	-128.39	-128.39	1	30	15.5	15.5	30	30	30.0	30.0
9	100010	84.0	105.0	92.133333	91.00	94.0	100.0	98.466667	99.0	36.8	37.2	36.933333	36.800	123.0	171.0	147.066667	148.0	81.0	117.0	98.866667	98.0	67.0	99.0	83.600000	84.00	8.0	19.0	16.066667	16.00	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	34.0	34.0	34.000000	34.0	NaN	NaN	NaN	NaN	9.00	9.0	9.000000	9.00	NaN	NaN	NaN	NaN	1.77	1.77	1.770000	1.770	NaN	NaN	NaN	NaN	115.0	417.0	212.388889	186.0	NaN	NaN	NaN	NaN	2.2	2.2	2.200000	2.20	4.1	4.1	4.100	4.10	4.10	4.1	4.100000	4.10	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	32	32	32.0	32.0	0	0	0.0	0.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	-8.13	-8.13	-8.13	-8.13	1	16	8.5	8.5	16	16	16.0	16.0

Last rows

	PatientID	HR-min	HR-max	HR-mean	HR-median	O2Sat-min	O2Sat-max	O2Sat-mean	O2Sat-median	Temp-min	Temp-max	Temp-mean	Temp-median	SBP-min	SBP-max	SBP-mean	SBP-median	MAP-min	MAP-max	MAP-mean	MAP-median	DBP-min	DBP-max	DBP-mean	DBP-median	Resp-min	Resp-max	Resp-mean	Resp-median	EtCO2-min	EtCO2-max	EtCO2-mean	EtCO2-median	BaseExcess-min	BaseExcess-max	BaseExcess-mean	BaseExcess-median	HCO3-min	HCO3-max	HCO3-mean	HCO3-median	FiO2-min	FiO2-max	FiO2-mean	FiO2-median	pH-min	pH-max	pH-mean	pH-median	PaCO2-min	PaCO2-max	PaCO2-mean	PaCO2-median	SaO2-min	SaO2-max	SaO2-mean	SaO2-median	AST-min	AST-max	AST-mean	AST-median	BUN-min	BUN-max	BUN-mean	BUN-median	Alkalinephos-min	Alkalinephos-max	Alkalinephos-mean	Alkalinephos-median	Calcium-min	Calcium-max	Calcium-mean	Calcium-median	Chloride-min	Chloride-max	Chloride-mean	Chloride-median	Creatinine-min	Creatinine-max	Creatinine-mean	Creatinine-median	Bilirubin_direct-min	Bilirubin_direct-max	Bilirubin_direct-mean	Bilirubin_direct-median	Glucose-min	Glucose-max	Glucose-mean	Glucose-median	Lactate-min	Lactate-max	Lactate-mean	Lactate-median	Magnesium-min	Magnesium-max	Magnesium-mean	Magnesium-median	Phosphate-min	Phosphate-max	Phosphate-mean	Phosphate-median	Potassium-min	Potassium-max	Potassium-mean	Potassium-median	Bilirubin_total-min	Bilirubin_total-max	Bilirubin_total-mean	Bilirubin_total-median	TroponinI-min	TroponinI-max	TroponinI-mean	TroponinI-median	Hct-min	Hct-max	Hct-mean	Hct-median	Hgb-min	Hgb-max	Hgb-mean	Hgb-median	PTT-min	PTT-max	PTT-mean	PTT-median	WBC-min	WBC-max	WBC-mean	WBC-median	Fibrinogen-min	Fibrinogen-max	Fibrinogen-mean	Fibrinogen-median	Platelets-min	Platelets-max	Platelets-mean	Platelets-median	Age-min	Age-max	Age-mean	Age-median	Gender-min	Gender-max	Gender-mean	Gender-median	Unit1-min	Unit1-max	Unit1-mean	Unit1-median	Unit2-min	Unit2-max	Unit2-mean	Unit2-median	HospAdmTime-min	HospAdmTime-max	HospAdmTime-mean	HospAdmTime-median	ICULOS-min	ICULOS-max	ICULOS-mean	ICULOS-median	Hours-min	Hours-max	Hours-mean	Hours-median
19990	119991	62.0	84.0	76.086957	76.0	92.0	100.0	97.068182	97.0	35.1	37.3	36.856522	37.00	111.0	172.0	134.869565	130.00	72.0	112.0	84.434783	82.0	44.0	70.0	53.086957	52.0	10.0	31.5	17.868421	16.0	31.0	40.0	35.333333	35.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	14.0	14.0	14.0	14.0	NaN	NaN	NaN	NaN	7.50	7.5	7.50	7.50	NaN	NaN	NaN	NaN	0.79	0.79	0.790000	0.790	NaN	NaN	NaN	NaN	90.0	155.0	117.636364	110.00	NaN	NaN	NaN	NaN	1.6	1.6	1.600000	1.60	NaN	NaN	NaN	NaN	4.1	4.1	4.10000	4.10	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	26.3	26.3	26.300000	26.30	8.4	8.4	8.400000	8.40	NaN	NaN	NaN	NaN	6.4	6.4	6.400000	6.4	NaN	NaN	NaN	NaN	96.0	96.0	96.000000	96.0	81	81	81.0	81.0	0	0	0.0	0.0	0.0	0.0	0.0	0.0	1.0	1.0	1.0	1.0	-66.13	-66.13	-66.13	-66.13	1	25	13.0	13.0	25	25	25.0	25.0
19991	119992	84.0	112.0	92.112500	91.0	86.5	100.0	95.225000	96.0	35.9	37.5	36.800000	36.80	116.0	213.0	148.875000	144.50	75.0	153.0	102.037500	100.0	56.0	111.0	75.050000	73.0	15.0	29.0	20.897436	20.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	37.0	37.0	37.0	37.0	NaN	NaN	NaN	NaN	9.20	9.2	9.20	9.20	NaN	NaN	NaN	NaN	9.93	9.93	9.930000	9.930	NaN	NaN	NaN	NaN	97.0	143.0	110.333333	103.00	NaN	NaN	NaN	NaN	1.8	1.8	1.800000	1.80	6.6	6.6	6.6	6.6	4.5	4.5	4.50000	4.50	NaN	NaN	NaN	NaN	0.41	0.41	0.41	0.41	30.2	30.2	30.200000	30.20	9.5	9.5	9.500000	9.50	NaN	NaN	NaN	NaN	2.8	2.8	2.800000	2.8	NaN	NaN	NaN	NaN	198.0	198.0	198.000000	198.0	45	45	45.0	45.0	1	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	-4.55	-4.55	-4.55	-4.55	1	41	21.0	21.0	41	41	41.0	41.0
19992	119993	78.0	90.5	82.357143	81.0	92.0	98.0	94.857143	95.0	36.0	37.2	36.533333	36.50	121.0	150.5	131.583333	130.00	81.0	105.0	94.333333	97.0	56.0	86.0	75.500000	77.5	16.0	20.0	18.750000	19.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	15.0	15.0	15.0	15.0	NaN	NaN	NaN	NaN	8.30	8.3	8.30	8.30	NaN	NaN	NaN	NaN	1.01	1.01	1.010000	1.010	NaN	NaN	NaN	NaN	132.0	132.0	132.000000	132.00	NaN	NaN	NaN	NaN	2.0	2.0	2.000000	2.00	2.6	2.6	2.6	2.6	4.1	4.1	4.10000	4.10	NaN	NaN	NaN	NaN	0.01	0.01	0.01	0.01	42.0	42.0	42.000000	42.00	14.9	14.9	14.900000	14.90	NaN	NaN	NaN	NaN	12.3	12.3	12.300000	12.3	NaN	NaN	NaN	NaN	175.0	175.0	175.000000	175.0	65	65	65.0	65.0	1	1	1.0	1.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-3.53	-3.53	-3.53	-3.53	1	21	11.0	11.0	21	21	21.0	21.0
19993	119994	68.0	82.0	74.109756	74.0	93.0	100.0	96.963415	96.0	35.4	37.9	37.402439	37.50	95.0	146.0	123.634146	122.00	68.0	89.5	77.146341	76.0	48.0	66.0	57.670732	56.0	12.0	26.0	18.200000	18.0	26.0	42.0	29.444444	28.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.4	0.5	0.42	0.4	7.25	7.4	7.313333	7.295	28.0	40.0	34.5	34.5	97.2	98.7	98.166667	98.55	NaN	NaN	NaN	NaN	11.0	18.0	15.0	16.0	NaN	NaN	NaN	NaN	1.02	8.4	3.73	1.26	NaN	NaN	NaN	NaN	1.03	1.13	1.073333	1.060	NaN	NaN	NaN	NaN	104.0	155.0	129.791667	135.50	2.25	7.21	5.778333	6.66	1.9	2.2	2.033333	2.00	3.6	3.6	3.6	3.6	3.6	4.8	4.15625	4.05	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	30.3	30.3	30.300000	30.30	10.2	10.3	10.250000	10.25	NaN	NaN	NaN	NaN	7.2	11.4	9.300000	9.3	NaN	NaN	NaN	NaN	62.0	71.0	66.500000	66.5	71	71	71.0	71.0	1	1	1.0	1.0	0.0	0.0	0.0	0.0	1.0	1.0	1.0	1.0	-29.57	-29.57	-29.57	-29.57	1	42	21.5	21.5	42	42	42.0	42.0
19994	119995	54.0	83.0	62.268293	62.0	92.0	98.0	94.926829	95.0	35.4	36.3	36.020000	36.05	128.0	175.0	147.804878	147.00	88.0	124.0	106.048780	107.0	66.0	97.0	78.073171	79.0	13.0	28.0	19.231707	20.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	9.0	9.0	9.0	9.0	NaN	NaN	NaN	NaN	8.80	8.8	8.80	8.80	NaN	NaN	NaN	NaN	0.81	0.81	0.810000	0.810	NaN	NaN	NaN	NaN	86.0	117.0	106.571429	116.00	NaN	NaN	NaN	NaN	2.0	2.0	2.000000	2.00	3.0	3.0	3.0	3.0	3.5	3.5	3.50000	3.50	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	39.2	39.2	39.200000	39.20	13.1	13.1	13.100000	13.10	NaN	NaN	NaN	NaN	7.0	7.0	7.000000	7.0	289.0	289.0	289.0	289.0	154.0	154.0	154.000000	154.0	76	76	76.0	76.0	1	1	1.0	1.0	0.0	0.0	0.0	0.0	1.0	1.0	1.0	1.0	-14.90	-14.90	-14.90	-14.90	1	42	21.5	21.5	42	42	42.0	42.0
19995	119996	69.0	124.0	89.456522	85.5	95.0	100.0	98.086957	98.0	35.7	37.0	36.400000	36.50	81.0	164.0	131.366667	130.00	60.0	105.0	84.602273	85.0	43.0	109.0	71.922222	72.0	16.0	23.0	19.176471	19.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	849.0	849.0	849.0	849.0	4.0	8.0	6.0	6.0	259.0	259.0	259.0	259.0	8.70	8.8	8.75	8.75	NaN	NaN	NaN	NaN	0.41	0.58	0.495000	0.495	NaN	NaN	NaN	NaN	135.0	160.0	147.500000	147.50	NaN	NaN	NaN	NaN	1.6	2.3	1.950000	1.95	NaN	NaN	NaN	NaN	3.3	4.0	3.65000	3.65	3.3	3.3	3.3	3.3	0.01	0.01	0.01	0.01	42.7	42.7	42.700000	42.70	13.8	13.8	13.800000	13.80	NaN	NaN	NaN	NaN	12.6	12.6	12.600000	12.6	NaN	NaN	NaN	NaN	238.0	238.0	238.000000	238.0	84	84	84.0	84.0	0	0	0.0	0.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-6.69	-6.69	-6.69	-6.69	1	48	24.5	24.5	48	48	48.0	48.0
19996	119997	44.0	80.0	61.062500	61.5	89.0	100.0	96.833333	97.0	36.3	37.3	36.800000	36.80	97.0	156.0	119.562500	117.50	63.0	193.5	90.937500	86.0	47.0	90.0	70.250000	69.0	14.0	26.0	20.384615	22.0	45.0	45.0	45.000000	45.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	24.0	24.0	24.0	24.0	5.0	6.0	5.5	5.5	116.0	116.0	116.0	116.0	9.80	17.8	13.80	13.80	NaN	NaN	NaN	NaN	0.69	0.85	0.770000	0.770	0.1	0.1	0.1	0.1	101.5	106.0	103.750000	103.75	NaN	NaN	NaN	NaN	3.1	3.2	3.150000	3.15	3.1	3.1	3.1	3.1	3.1	3.6	3.35000	3.35	0.7	0.7	0.7	0.7	1.09	1.09	1.09	1.09	44.0	49.4	46.700000	46.70	15.0	16.1	15.550000	15.55	38.2	38.2	38.2	38.2	10.0	10.8	10.400000	10.4	NaN	NaN	NaN	NaN	177.0	201.0	189.000000	189.0	30	30	30.0	30.0	1	1	1.0	1.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-0.02	-0.02	-0.02	-0.02	1	25	13.0	13.0	25	25	25.0	25.0
19997	119998	57.0	103.0	80.202381	81.5	88.0	100.0	96.255814	98.0	36.0	37.6	36.733333	36.70	119.0	205.5	157.526316	155.75	79.0	158.5	116.157895	114.0	55.0	130.5	88.644737	87.0	17.0	26.0	20.578947	21.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	9.0	9.0	9.0	9.0	49.0	61.0	55.0	55.0	68.0	68.0	68.0	68.0	7.80	8.3	8.05	8.05	NaN	NaN	NaN	NaN	6.60	8.77	7.685000	7.685	NaN	NaN	NaN	NaN	83.0	91.0	87.000000	87.00	NaN	NaN	NaN	NaN	1.9	1.9	1.900000	1.90	4.1	4.1	4.1	4.1	4.2	4.3	4.25000	4.25	0.2	0.2	0.2	0.2	NaN	NaN	NaN	NaN	26.1	30.2	27.966667	27.60	8.0	9.6	8.471429	8.20	NaN	NaN	NaN	NaN	10.7	13.6	12.266667	12.5	NaN	NaN	NaN	NaN	179.0	225.0	197.333333	188.0	60	60	60.0	60.0	0	0	0.0	0.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	-53.64	-53.64	-53.64	-53.64	1	49	25.0	25.0	49	49	49.0	49.0
19998	119999	87.0	106.0	94.333333	94.0	83.0	100.0	92.722222	93.0	37.2	37.9	37.620000	37.60	128.0	164.0	141.722222	140.00	90.0	114.0	100.833333	100.0	66.0	82.0	74.416667	75.0	17.0	27.0	21.666667	22.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	33.0	34.0	33.5	33.5	28.0	29.0	28.5	28.5	49.0	50.0	49.5	49.5	8.40	8.5	8.45	8.45	NaN	NaN	NaN	NaN	0.98	1.04	1.010000	1.010	NaN	NaN	NaN	NaN	108.0	111.0	109.500000	109.50	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3.4	3.4	3.40000	3.40	0.9	1.1	1.0	1.0	NaN	NaN	NaN	NaN	19.1	26.5	23.066667	23.60	6.5	8.7	7.733333	8.00	NaN	NaN	NaN	NaN	10.0	11.4	10.700000	10.7	NaN	NaN	NaN	NaN	255.0	272.0	263.500000	263.5	84	84	84.0	84.0	0	0	0.0	0.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	-10.74	-10.74	-10.74	-10.74	1	20	10.5	10.5	20	20	20.0	20.0
19999	120000	72.0	101.0	82.727273	82.0	96.0	99.0	98.045455	98.0	36.4	37.0	36.714286	36.70	110.0	168.0	127.106061	123.00	78.0	119.0	92.030303	90.0	58.0	84.0	71.015152	70.0	15.0	20.0	17.000000	16.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	18.0	18.0	18.0	18.0	9.0	11.0	10.0	10.0	75.0	75.0	75.0	75.0	8.90	9.3	9.10	9.10	NaN	NaN	NaN	NaN	0.53	0.54	0.535000	0.535	0.1	0.1	0.1	0.1	123.0	242.0	191.100000	192.00	NaN	NaN	NaN	NaN	2.2	2.2	2.200000	2.20	4.0	4.0	4.0	4.0	3.3	3.6	3.45000	3.45	0.9	0.9	0.9	0.9	NaN	NaN	NaN	NaN	37.1	37.6	37.350000	37.35	11.6	12.0	11.800000	11.80	29.1	29.1	29.1	29.1	5.4	6.8	6.100000	6.1	NaN	NaN	NaN	NaN	216.0	230.0	223.000000	223.0	62	62	62.0	62.0	0	0	0.0	0.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.00	0.00	0.00	0.00	1	35	18.0	18.0	35	35	35.0	35.0

Overview

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ASCII

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ASCII

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Pie chart

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Common

Most occurring blocks

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ASCII

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Pie chart

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Most occurring scripts

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Common

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ASCII

Common Values

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Pie chart

Most occurring characters

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Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script